1 Introduction

Conda is an open source package management system and environment management system for installing multiple versions of software packages and their dependencies and switching easily between them. It works on Linux, OS X and Windows, and was created for Python programs but can package and distribute any software.

3 Tutorial

3.1 Installing conda

The first thing we need to do is install the conda package manager. There are actually two versions of the package manager, one is called anaconda and the other is called miniconda. Anaconda includes the conda package manager and 150 of the most popular data science packages. Miniconda on the other hand comes with just a handful of these packages. This is the better option for us as we don’t really need all of those data science packages. You can download the Miniconda installer from the conda website, however we are going to do it from the command line instead.

Download the Miniconda installer for Linux:

bash
curl -s -L https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh > $HOME/miniconda-installer.sh

Run the installer without manual intervention:

bash
# Batch or 'silent' mode
bash $HOME/miniconda-installer.sh -b -p $HOME/miniconda
## PREFIX=/Users/James/miniconda
## Unpacking payload ...
## 
  0%|          | 0/36 [00:00<?, ?it/s]
Extracting : cffi-1.15.0-py39hc55c11b_1.conda:   0%|          | 0/36 [00:00<?, ?it/s]
Extracting : cffi-1.15.0-py39hc55c11b_1.conda:   3%|▎         | 1/36 [00:00<00:15,  2.25it/s]
Extracting : openssl-1.1.1n-hca72f7f_0.conda:   3%|▎         | 1/36 [00:00<00:15,  2.25it/s] 
Extracting : certifi-2021.10.8-py39hecd8cb5_2.conda:   6%|▌         | 2/36 [00:00<00:15,  2.25it/s]
Extracting : conda-package-handling-1.8.1-py39hca72f7f_0.conda:   8%|▊         | 3/36 [00:00<00:14,  2.25it/s]
Extracting : libffi-3.3-hb1e8313_2.conda:  11%|█         | 4/36 [00:00<00:14,  2.25it/s]                      
Extracting : ruamel_yaml-0.15.100-py39h9ed2024_0.conda:  14%|█▍        | 5/36 [00:00<00:13,  2.25it/s]
Extracting : requests-2.27.1-pyhd3eb1b0_0.conda:  17%|█▋        | 6/36 [00:00<00:13,  2.25it/s]       
Extracting : ca-certificates-2022.3.29-hecd8cb5_1.conda:  19%|█▉        | 7/36 [00:00<00:12,  2.25it/s]
Extracting : pysocks-1.7.1-py39hecd8cb5_0.conda:  22%|██▏       | 8/36 [00:00<00:12,  2.25it/s]        
Extracting : zlib-1.2.12-h4dc903c_1.conda:  25%|██▌       | 9/36 [00:00<00:12,  2.25it/s]      
Extracting : zlib-1.2.12-h4dc903c_1.conda:  28%|██▊       | 10/36 [00:00<00:01, 22.18it/s]
Extracting : six-1.16.0-pyhd3eb1b0_1.conda:  28%|██▊       | 10/36 [00:00<00:01, 22.18it/s]
Extracting : ncurses-6.3-hca72f7f_2.conda:  31%|███       | 11/36 [00:01<00:01, 22.18it/s] 
Extracting : colorama-0.4.4-pyhd3eb1b0_0.conda:  33%|███▎      | 12/36 [00:01<00:01, 22.18it/s]
Extracting : wheel-0.37.1-pyhd3eb1b0_0.conda:  36%|███▌      | 13/36 [00:01<00:01, 22.18it/s]  
Extracting : brotlipy-0.7.0-py39h9ed2024_1003.conda:  39%|███▉      | 14/36 [00:01<00:00, 22.18it/s]
Extracting : brotlipy-0.7.0-py39h9ed2024_1003.conda:  42%|████▏     | 15/36 [00:01<00:02,  8.05it/s]
Extracting : charset-normalizer-2.0.4-pyhd3eb1b0_0.conda:  42%|████▏     | 15/36 [00:01<00:02,  8.05it/s]
Extracting : tk-8.6.11-h7bc2e8c_0.conda:  44%|████▍     | 16/36 [00:01<00:02,  8.05it/s]                 
Extracting : pycosat-0.6.3-py39h9ed2024_0.conda:  47%|████▋     | 17/36 [00:01<00:02,  8.05it/s]
Extracting : sqlite-3.38.2-h707629a_0.conda:  50%|█████     | 18/36 [00:01<00:02,  8.05it/s]    
Extracting : readline-8.1.2-hca72f7f_1.conda:  53%|█████▎    | 19/36 [00:01<00:02,  8.05it/s]
Extracting : pycparser-2.21-pyhd3eb1b0_0.conda:  56%|█████▌    | 20/36 [00:01<00:01,  8.05it/s]
Extracting : python-3.9.12-hdfd78df_0.conda:  58%|█████▊    | 21/36 [00:01<00:01,  8.05it/s]   
Extracting : python-3.9.12-hdfd78df_0.conda:  61%|██████    | 22/36 [00:01<00:01, 12.45it/s]
Extracting : pyopenssl-22.0.0-pyhd3eb1b0_0.conda:  61%|██████    | 22/36 [00:01<00:01, 12.45it/s]
Extracting : pip-21.2.4-py39hecd8cb5_0.conda:  64%|██████▍   | 23/36 [00:01<00:01, 12.45it/s]    
Extracting : conda-4.12.0-py39hecd8cb5_0.conda:  67%|██████▋   | 24/36 [00:02<00:00, 12.45it/s]
Extracting : conda-4.12.0-py39hecd8cb5_0.conda:  69%|██████▉   | 25/36 [00:02<00:00, 13.70it/s]
Extracting : cryptography-36.0.0-py39hf6deb26_0.conda:  69%|██████▉   | 25/36 [00:02<00:00, 13.70it/s]
Extracting : urllib3-1.26.8-pyhd3eb1b0_0.conda:  72%|███████▏  | 26/36 [00:02<00:00, 13.70it/s]       
Extracting : python.app-3-py39hca72f7f_0.conda:  75%|███████▌  | 27/36 [00:02<00:00, 13.70it/s]
Extracting : conda-content-trust-0.1.1-pyhd3eb1b0_0.conda:  78%|███████▊  | 28/36 [00:02<00:00, 13.70it/s]
Extracting : idna-3.3-pyhd3eb1b0_0.conda:  81%|████████  | 29/36 [00:02<00:00, 13.70it/s]                 
Extracting : tzdata-2022a-hda174b7_0.conda:  83%|████████▎ | 30/36 [00:02<00:00, 13.70it/s]
Extracting : xz-5.2.5-h1de35cc_0.conda:  86%|████████▌ | 31/36 [00:02<00:00, 13.70it/s]    
Extracting : libcxx-12.0.0-h2f01273_0.conda:  89%|████████▉ | 32/36 [00:02<00:00, 13.70it/s]
Extracting : yaml-0.2.5-haf1e3a3_0.conda:  92%|█████████▏| 33/36 [00:02<00:00, 13.70it/s]   
Extracting : tqdm-4.63.0-pyhd3eb1b0_0.conda:  94%|█████████▍| 34/36 [00:02<00:00, 13.70it/s]
Extracting : setuptools-61.2.0-py39hecd8cb5_0.conda:  97%|█████████▋| 35/36 [00:02<00:00, 13.70it/s]
                                                                                                    
Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /Users/James/miniconda
## 
##   added / updated specs:
##     - brotlipy==0.7.0=py39h9ed2024_1003
##     - ca-certificates==2022.3.29=hecd8cb5_1
##     - certifi==2021.10.8=py39hecd8cb5_2
##     - cffi==1.15.0=py39hc55c11b_1
##     - charset-normalizer==2.0.4=pyhd3eb1b0_0
##     - colorama==0.4.4=pyhd3eb1b0_0
##     - conda-content-trust==0.1.1=pyhd3eb1b0_0
##     - conda-package-handling==1.8.1=py39hca72f7f_0
##     - conda==4.12.0=py39hecd8cb5_0
##     - cryptography==36.0.0=py39hf6deb26_0
##     - idna==3.3=pyhd3eb1b0_0
##     - libcxx==12.0.0=h2f01273_0
##     - libffi==3.3=hb1e8313_2
##     - ncurses==6.3=hca72f7f_2
##     - openssl==1.1.1n=hca72f7f_0
##     - pip==21.2.4=py39hecd8cb5_0
##     - pycosat==0.6.3=py39h9ed2024_0
##     - pycparser==2.21=pyhd3eb1b0_0
##     - pyopenssl==22.0.0=pyhd3eb1b0_0
##     - pysocks==1.7.1=py39hecd8cb5_0
##     - python.app==3=py39hca72f7f_0
##     - python==3.9.12=hdfd78df_0
##     - readline==8.1.2=hca72f7f_1
##     - requests==2.27.1=pyhd3eb1b0_0
##     - ruamel_yaml==0.15.100=py39h9ed2024_0
##     - setuptools==61.2.0=py39hecd8cb5_0
##     - six==1.16.0=pyhd3eb1b0_1
##     - sqlite==3.38.2=h707629a_0
##     - tk==8.6.11=h7bc2e8c_0
##     - tqdm==4.63.0=pyhd3eb1b0_0
##     - tzdata==2022a=hda174b7_0
##     - urllib3==1.26.8=pyhd3eb1b0_0
##     - wheel==0.37.1=pyhd3eb1b0_0
##     - xz==5.2.5=h1de35cc_0
##     - yaml==0.2.5=haf1e3a3_0
##     - zlib==1.2.12=h4dc903c_1
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   brotlipy           pkgs/main/osx-64::brotlipy-0.7.0-py39h9ed2024_1003
##   ca-certificates    pkgs/main/osx-64::ca-certificates-2022.3.29-hecd8cb5_1
##   certifi            pkgs/main/osx-64::certifi-2021.10.8-py39hecd8cb5_2
##   cffi               pkgs/main/osx-64::cffi-1.15.0-py39hc55c11b_1
##   charset-normalizer pkgs/main/noarch::charset-normalizer-2.0.4-pyhd3eb1b0_0
##   colorama           pkgs/main/noarch::colorama-0.4.4-pyhd3eb1b0_0
##   conda              pkgs/main/osx-64::conda-4.12.0-py39hecd8cb5_0
##   conda-content-tru~ pkgs/main/noarch::conda-content-trust-0.1.1-pyhd3eb1b0_0
##   conda-package-han~ pkgs/main/osx-64::conda-package-handling-1.8.1-py39hca72f7f_0
##   cryptography       pkgs/main/osx-64::cryptography-36.0.0-py39hf6deb26_0
##   idna               pkgs/main/noarch::idna-3.3-pyhd3eb1b0_0
##   libcxx             pkgs/main/osx-64::libcxx-12.0.0-h2f01273_0
##   libffi             pkgs/main/osx-64::libffi-3.3-hb1e8313_2
##   ncurses            pkgs/main/osx-64::ncurses-6.3-hca72f7f_2
##   openssl            pkgs/main/osx-64::openssl-1.1.1n-hca72f7f_0
##   pip                pkgs/main/osx-64::pip-21.2.4-py39hecd8cb5_0
##   pycosat            pkgs/main/osx-64::pycosat-0.6.3-py39h9ed2024_0
##   pycparser          pkgs/main/noarch::pycparser-2.21-pyhd3eb1b0_0
##   pyopenssl          pkgs/main/noarch::pyopenssl-22.0.0-pyhd3eb1b0_0
##   pysocks            pkgs/main/osx-64::pysocks-1.7.1-py39hecd8cb5_0
##   python             pkgs/main/osx-64::python-3.9.12-hdfd78df_0
##   python.app         pkgs/main/osx-64::python.app-3-py39hca72f7f_0
##   readline           pkgs/main/osx-64::readline-8.1.2-hca72f7f_1
##   requests           pkgs/main/noarch::requests-2.27.1-pyhd3eb1b0_0
##   ruamel_yaml        pkgs/main/osx-64::ruamel_yaml-0.15.100-py39h9ed2024_0
##   setuptools         pkgs/main/osx-64::setuptools-61.2.0-py39hecd8cb5_0
##   six                pkgs/main/noarch::six-1.16.0-pyhd3eb1b0_1
##   sqlite             pkgs/main/osx-64::sqlite-3.38.2-h707629a_0
##   tk                 pkgs/main/osx-64::tk-8.6.11-h7bc2e8c_0
##   tqdm               pkgs/main/noarch::tqdm-4.63.0-pyhd3eb1b0_0
##   tzdata             pkgs/main/noarch::tzdata-2022a-hda174b7_0
##   urllib3            pkgs/main/noarch::urllib3-1.26.8-pyhd3eb1b0_0
##   wheel              pkgs/main/noarch::wheel-0.37.1-pyhd3eb1b0_0
##   xz                 pkgs/main/osx-64::xz-5.2.5-h1de35cc_0
##   yaml               pkgs/main/osx-64::yaml-0.2.5-haf1e3a3_0
##   zlib               pkgs/main/osx-64::zlib-1.2.12-h4dc903c_1
## 
## 
## Preparing transaction: ...working... done
## Executing transaction: ...working... 
## done
## installation finished.

Alternatively, run the installer with manual intervention:

bash
# Follow the prompts on the installer screen.
# If you are unsure about any setting, accept the defaults.
bash $HOME/miniconda-installer.sh

To finish the installation, source the contents of the .bashrc file:

bash
# Shell script that Bash runs whenever it is started interactively
source $HOME/.bashrc

3.2 Setting up channels

After the installation is complete, we need to set up the conda channels. Remember, channels are the locations where packages are stored. To install bioinformatics software, you will need to add the bioconda channel as well as the other channels bioconda depends on, including the conda-forge channel.

Add the bioconda channel and its dependencies to the conda installation:

bash
conda config --add channels defaults
conda config --add channels bioconda
conda config --add channels conda-forge
## Warning: 'defaults' already in 'channels' list, moving to the top
## Warning: 'bioconda' already in 'channels' list, moving to the top
## Warning: 'conda-forge' already in 'channels' list, moving to the top

It is important to add them in this order so that the priority is set correctly (that is, conda-forge is highest priority).

3.3 Conda basics

Now that you have conda installed and configured we can start learning some of the basic commands. Use the info command to display information about the current conda installation:

bash
conda info
## 
##      active environment : base
##     active env location : /opt/miniconda3
##             shell level : 1
##        user config file : /Users/James/.condarc
##  populated config files : /Users/James/.condarc
##           conda version : 4.14.0
##     conda-build version : not installed
##          python version : 3.9.13.final.0
##        virtual packages : __osx=12.6=0
##                           __unix=0=0
##                           __archspec=1=x86_64
##        base environment : /opt/miniconda3  (writable)
##       conda av data dir : /opt/miniconda3/etc/conda
##   conda av metadata url : None
##            channel URLs : https://conda.anaconda.org/conda-forge/osx-64
##                           https://conda.anaconda.org/conda-forge/noarch
##                           https://conda.anaconda.org/bioconda/osx-64
##                           https://conda.anaconda.org/bioconda/noarch
##                           https://repo.anaconda.com/pkgs/main/osx-64
##                           https://repo.anaconda.com/pkgs/main/noarch
##                           https://repo.anaconda.com/pkgs/r/osx-64
##                           https://repo.anaconda.com/pkgs/r/noarch
##           package cache : /opt/miniconda3/pkgs
##                           /Users/James/.conda/pkgs
##        envs directories : /opt/miniconda3/envs
##                           /Users/James/.conda/envs
##                platform : osx-64
##              user-agent : conda/4.14.0 requests/2.28.1 CPython/3.9.13 Darwin/21.6.0 OSX/12.6
##                 UID:GID : 501:20
##              netrc file : None
##            offline mode : False

There is a lot of useful information listed in the output. For example, what version of conda is installed and what channels conda searches to find a package. Remember, this can be different for each installation so it’s helpful to check this information when you are on a new machine.

Now, lets have a go at searching for some packages. Use the search command to find the scipy package:

bash
conda search scipy
## Loading channels: ...working... done
## # Name                       Version           Build  Channel             
## scipy                         0.17.1 np110py27_blas_openblas_200  conda-forge         
## scipy                         0.17.1 np110py27_blas_openblas_201  conda-forge         
## scipy                         0.17.1 np110py27_blas_openblas_202  conda-forge         
## scipy                         0.17.1 np110py27_blas_openblas_203  conda-forge         
## scipy                         0.17.1 np110py27_blas_openblas_204  conda-forge         
## scipy                         0.17.1 np110py27_blas_openblas_205  conda-forge         
## scipy                         0.17.1 np110py34_blas_openblas_200  conda-forge         
## scipy                         0.17.1 np110py34_blas_openblas_201  conda-forge         
## scipy                         0.17.1 np110py34_blas_openblas_202  conda-forge         
## scipy                         0.17.1 np110py34_blas_openblas_203  conda-forge         
## scipy                         0.17.1 np110py34_blas_openblas_204  conda-forge         
## scipy                         0.17.1 np110py34_blas_openblas_205  conda-forge         
## scipy                         0.17.1 np110py35_blas_openblas_200  conda-forge         
## scipy                         0.17.1 np110py35_blas_openblas_201  conda-forge         
## scipy                         0.17.1 np110py35_blas_openblas_202  conda-forge         
## scipy                         0.17.1 np110py35_blas_openblas_203  conda-forge         
## scipy                         0.17.1 np110py35_blas_openblas_204  conda-forge         
## scipy                         0.17.1 np110py35_blas_openblas_205  conda-forge         
## scipy                         0.17.1 np111py27_blas_openblas_200  conda-forge         
## scipy                         0.17.1 np111py27_blas_openblas_201  conda-forge         
## scipy                         0.17.1 np111py27_blas_openblas_202  conda-forge         
## scipy                         0.17.1 np111py27_blas_openblas_203  conda-forge         
## scipy                         0.17.1 np111py27_blas_openblas_204  conda-forge         
## scipy                         0.17.1 np111py27_blas_openblas_205  conda-forge         
## scipy                         0.17.1 np111py34_blas_openblas_200  conda-forge         
## scipy                         0.17.1 np111py34_blas_openblas_201  conda-forge         
## scipy                         0.17.1 np111py34_blas_openblas_202  conda-forge         
## scipy                         0.17.1 np111py34_blas_openblas_203  conda-forge         
## scipy                         0.17.1 np111py34_blas_openblas_204  conda-forge         
## scipy                         0.17.1 np111py34_blas_openblas_205  conda-forge         
## scipy                         0.17.1 np111py35_blas_openblas_200  conda-forge         
## scipy                         0.17.1 np111py35_blas_openblas_201  conda-forge         
## scipy                         0.17.1 np111py35_blas_openblas_202  conda-forge         
## scipy                         0.17.1 np111py35_blas_openblas_203  conda-forge         
## scipy                         0.17.1 np111py35_blas_openblas_204  conda-forge         
## scipy                         0.17.1 np111py35_blas_openblas_205  conda-forge         
## scipy                         0.18.0 np110py27_blas_openblas_200  conda-forge         
## scipy                         0.18.0 np110py27_blas_openblas_201  conda-forge         
## scipy                         0.18.0 np110py27_blas_openblas_202  conda-forge         
## scipy                         0.18.0 np110py34_blas_openblas_200  conda-forge         
## scipy                         0.18.0 np110py34_blas_openblas_201  conda-forge         
## scipy                         0.18.0 np110py34_blas_openblas_202  conda-forge         
## scipy                         0.18.0 np110py35_blas_openblas_200  conda-forge         
## scipy                         0.18.0 np110py35_blas_openblas_201  conda-forge         
## scipy                         0.18.0 np110py35_blas_openblas_202  conda-forge         
## scipy                         0.18.0 np111py27_blas_openblas_200  conda-forge         
## scipy                         0.18.0 np111py27_blas_openblas_201  conda-forge         
## scipy                         0.18.0 np111py27_blas_openblas_202  conda-forge         
## scipy                         0.18.0 np111py34_blas_openblas_200  conda-forge         
## scipy                         0.18.0 np111py34_blas_openblas_201  conda-forge         
## scipy                         0.18.0 np111py34_blas_openblas_202  conda-forge         
## scipy                         0.18.0 np111py35_blas_openblas_200  conda-forge         
## scipy                         0.18.0 np111py35_blas_openblas_201  conda-forge         
## scipy                         0.18.0 np111py35_blas_openblas_202  conda-forge         
## scipy                         0.18.1 np110py27_blas_openblas_200  conda-forge         
## scipy                         0.18.1 np110py27_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np110py34_blas_openblas_200  conda-forge         
## scipy                         0.18.1 np110py34_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np110py35_blas_openblas_200  conda-forge         
## scipy                         0.18.1 np110py35_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np110py36_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np111py27_blas_openblas_200  conda-forge         
## scipy                         0.18.1 np111py27_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np111py34_blas_openblas_200  conda-forge         
## scipy                         0.18.1 np111py34_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np111py35_blas_openblas_200  conda-forge         
## scipy                         0.18.1 np111py35_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np111py36_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np112py27_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np112py35_blas_openblas_201  conda-forge         
## scipy                         0.18.1 np112py36_blas_openblas_201  conda-forge         
## scipy                         0.19.0 np111py27_blas_openblas_200  conda-forge         
## scipy                         0.19.0 np111py27_blas_openblas_201  conda-forge         
## scipy                         0.19.0 np111py27_blas_openblas_202  conda-forge         
## scipy                         0.19.0 np111py35_blas_openblas_200  conda-forge         
## scipy                         0.19.0 np111py35_blas_openblas_201  conda-forge         
## scipy                         0.19.0 np111py35_blas_openblas_202  conda-forge         
## scipy                         0.19.0 np111py36_blas_openblas_200  conda-forge         
## scipy                         0.19.0 np111py36_blas_openblas_201  conda-forge         
## scipy                         0.19.0 np111py36_blas_openblas_202  conda-forge         
## scipy                         0.19.0 np112py27_blas_openblas_200  conda-forge         
## scipy                         0.19.0 np112py27_blas_openblas_201  conda-forge         
## scipy                         0.19.0 np112py27_blas_openblas_202  conda-forge         
## scipy                         0.19.0 np112py35_blas_openblas_200  conda-forge         
## scipy                         0.19.0 np112py35_blas_openblas_201  conda-forge         
## scipy                         0.19.0 np112py35_blas_openblas_202  conda-forge         
## scipy                         0.19.0 np112py36_blas_openblas_200  conda-forge         
## scipy                         0.19.0 np112py36_blas_openblas_201  conda-forge         
## scipy                         0.19.0 np112py36_blas_openblas_202  conda-forge         
## scipy                         0.19.0 np113py27_blas_openblas_202  conda-forge         
## scipy                         0.19.0 np113py35_blas_openblas_202  conda-forge         
## scipy                         0.19.0 np113py36_blas_openblas_202  conda-forge         
## scipy                         0.19.1 np111py27_blas_openblas_200  conda-forge         
## scipy                         0.19.1 np111py35_blas_openblas_200  conda-forge         
## scipy                         0.19.1 np111py36_blas_openblas_200  conda-forge         
## scipy                         0.19.1 np112py27_blas_openblas_200  conda-forge         
## scipy                         0.19.1 np112py35_blas_openblas_200  conda-forge         
## scipy                         0.19.1 np112py36_blas_openblas_200  conda-forge         
## scipy                         0.19.1 np113py27_blas_openblas_200  conda-forge         
## scipy                         0.19.1 np113py35_blas_openblas_200  conda-forge         
## scipy                         0.19.1 np113py36_blas_openblas_200  conda-forge         
## scipy                         0.19.1 py27_blas_openblas_201  conda-forge         
## scipy                         0.19.1 py27_blas_openblas_202  conda-forge         
## scipy                         0.19.1 py27_nomklhf2519d6_3  pkgs/main           
## scipy                         0.19.1  py27hf01dd8f_3  pkgs/main           
## scipy                         0.19.1 py34_blas_openblas_202  conda-forge         
## scipy                         0.19.1 py35_blas_openblas_201  conda-forge         
## scipy                         0.19.1 py35_blas_openblas_202  conda-forge         
## scipy                         0.19.1 py35_nomklh15481bc_3  pkgs/main           
## scipy                         0.19.1  py35hf362045_3  pkgs/main           
## scipy                         0.19.1 py36_blas_openblas_201  conda-forge         
## scipy                         0.19.1 py36_blas_openblas_202  conda-forge         
## scipy                         0.19.1 py36_nomklh4b14279_3  pkgs/main           
## scipy                         0.19.1  py36h3e758e1_3  pkgs/main           
## scipy                          1.0.0 py27_blas_openblas_201  conda-forge         
## scipy                          1.0.0 py27_nomklhb534402_0  pkgs/main           
## scipy                          1.0.0  py27h793f721_0  pkgs/main           
## scipy                          1.0.0 py35_blas_openblas_201  conda-forge         
## scipy                          1.0.0 py35_nomklh400cc77_0  pkgs/main           
## scipy                          1.0.0  py35h8b35106_0  pkgs/main           
## scipy                          1.0.0 py36_blas_openblas_201  conda-forge         
## scipy                          1.0.0 py36_nomklh0cd97a7_0  pkgs/main           
## scipy                          1.0.0  py36h1de22e9_0  pkgs/main           
## scipy                          1.0.1 py27_blas_openblas_200  conda-forge         
## scipy                          1.0.1 py27_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.0.1  py27hcaad992_0  pkgs/main           
## scipy                          1.0.1 py35_blas_openblas_200  conda-forge         
## scipy                          1.0.1 py35_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.0.1  py35hcaad992_0  pkgs/main           
## scipy                          1.0.1 py36_blas_openblas_200  conda-forge         
## scipy                          1.0.1 py36_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.0.1  py36hcaad992_0  pkgs/main           
## scipy                          1.1.0 py27_blas_openblas_200  conda-forge         
## scipy                          1.1.0 py27_blas_openblash4251c03_1202  conda-forge         
## scipy                          1.1.0 py27_blas_openblash7943236_201  conda-forge         
## scipy                          1.1.0 py27_blas_openblashb06ca3d_202  conda-forge         
## scipy                          1.1.0 py27_blas_openblashd3ea46f_201  conda-forge         
## scipy                          1.1.0 py27_nomklh7cd7d8e_0  pkgs/main           
## scipy                          1.1.0 py27_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.1.0  py27h1410ff5_2  pkgs/main           
## scipy                          1.1.0  py27h1a1e112_1  pkgs/main           
## scipy                          1.1.0  py27h1a1e112_2  pkgs/main           
## scipy                          1.1.0  py27h28f7352_1  pkgs/main           
## scipy                          1.1.0  py27hcaad992_0  pkgs/main           
## scipy                          1.1.0  py27hf1f7d93_0  pkgs/main           
## scipy                          1.1.0  py27hf41a071_1  pkgs/main           
## scipy                          1.1.0  py27hf5b7bf4_0  pkgs/main           
## scipy                          1.1.0 py35_blas_openblas_200  conda-forge         
## scipy                          1.1.0 py35_blas_openblash7943236_201  conda-forge         
## scipy                          1.1.0 py35_blas_openblashd3ea46f_201  conda-forge         
## scipy                          1.1.0 py35_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.1.0  py35h1a1e112_1  pkgs/main           
## scipy                          1.1.0  py35h28f7352_1  pkgs/main           
## scipy                          1.1.0  py35hcaad992_0  pkgs/main           
## scipy                          1.1.0  py35hf41a071_1  pkgs/main           
## scipy                          1.1.0 py36_blas_openblas_200  conda-forge         
## scipy                          1.1.0 py36_blas_openblash4251c03_1202  conda-forge         
## scipy                          1.1.0 py36_blas_openblash7943236_201  conda-forge         
## scipy                          1.1.0 py36_blas_openblashb06ca3d_202  conda-forge         
## scipy                          1.1.0 py36_blas_openblashd3ea46f_201  conda-forge         
## scipy                          1.1.0 py36_nomklh7cd7d8e_0  pkgs/main           
## scipy                          1.1.0 py36_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.1.0  py36h1410ff5_2  pkgs/main           
## scipy                          1.1.0  py36h1a1e112_1  pkgs/main           
## scipy                          1.1.0  py36h1a1e112_2  pkgs/main           
## scipy                          1.1.0  py36h28f7352_1  pkgs/main           
## scipy                          1.1.0  py36hcaad992_0  pkgs/main           
## scipy                          1.1.0  py36hf1f7d93_0  pkgs/main           
## scipy                          1.1.0  py36hf41a071_1  pkgs/main           
## scipy                          1.1.0 py37_blas_openblash4251c03_1202  conda-forge         
## scipy                          1.1.0 py37_blas_openblash7943236_201  conda-forge         
## scipy                          1.1.0 py37_blas_openblashb06ca3d_202  conda-forge         
## scipy                          1.1.0 py37_nomklh7cd7d8e_0  pkgs/main           
## scipy                          1.1.0  py37h1410ff5_2  pkgs/main           
## scipy                          1.1.0  py37h1a1e112_1  pkgs/main           
## scipy                          1.1.0  py37h1a1e112_2  pkgs/main           
## scipy                          1.1.0  py37h28f7352_1  pkgs/main           
## scipy                          1.1.0  py37hf1f7d93_0  pkgs/main           
## scipy                          1.1.0  py37hf41a071_1  pkgs/main           
## scipy                          1.1.0  py37hf5b7bf4_0  pkgs/main           
## scipy                          1.2.0 py27_blas_openblash4251c03_1200  conda-forge         
## scipy                          1.2.0 py27_blas_openblash486cb9f_1201  conda-forge         
## scipy                          1.2.0 py27_blas_openblashb06ca3d_200  conda-forge         
## scipy                          1.2.0  py27h1410ff5_0  pkgs/main           
## scipy                          1.2.0  py27h1a1e112_0  pkgs/main           
## scipy                          1.2.0 py36_blas_openblash4251c03_1200  conda-forge         
## scipy                          1.2.0 py36_blas_openblash486cb9f_1201  conda-forge         
## scipy                          1.2.0 py36_blas_openblashb06ca3d_200  conda-forge         
## scipy                          1.2.0  py36h1410ff5_0  pkgs/main           
## scipy                          1.2.0  py36h1a1e112_0  pkgs/main           
## scipy                          1.2.0 py37_blas_openblash4251c03_1200  conda-forge         
## scipy                          1.2.0 py37_blas_openblash486cb9f_1201  conda-forge         
## scipy                          1.2.0 py37_blas_openblashb06ca3d_200  conda-forge         
## scipy                          1.2.0  py37h1410ff5_0  pkgs/main           
## scipy                          1.2.0  py37h1a1e112_0  pkgs/main           
## scipy                          1.2.1 py27_blas_openblash486cb9f_0  conda-forge         
## scipy                          1.2.1  py27h1410ff5_0  pkgs/main           
## scipy                          1.2.1  py27h1a1e112_0  pkgs/main           
## scipy                          1.2.1  py27h7e0e109_2  conda-forge         
## scipy                          1.2.1  py27hab3da7d_2  conda-forge         
## scipy                          1.2.1  py27hbd7caa9_1  conda-forge         
## scipy                          1.2.1 py36_blas_openblash486cb9f_0  conda-forge         
## scipy                          1.2.1  py36h1410ff5_0  pkgs/main           
## scipy                          1.2.1  py36h1a1e112_0  pkgs/main           
## scipy                          1.2.1  py36hbd7caa9_1  conda-forge         
## scipy                          1.2.1 py37_blas_openblash486cb9f_0  conda-forge         
## scipy                          1.2.1  py37h1410ff5_0  pkgs/main           
## scipy                          1.2.1  py37h1a1e112_0  pkgs/main           
## scipy                          1.2.1  py37hbd7caa9_1  conda-forge         
## scipy                          1.3.0  py36h1410ff5_0  pkgs/main           
## scipy                          1.3.0  py36h1a1e112_0  pkgs/main           
## scipy                          1.3.0  py36h7e0e109_1  conda-forge         
## scipy                          1.3.0  py36hab3da7d_0  conda-forge         
## scipy                          1.3.0  py36hab3da7d_1  conda-forge         
## scipy                          1.3.0  py37h1410ff5_0  pkgs/main           
## scipy                          1.3.0  py37h1a1e112_0  pkgs/main           
## scipy                          1.3.0  py37h7e0e109_1  conda-forge         
## scipy                          1.3.0  py37hab3da7d_0  conda-forge         
## scipy                          1.3.0  py37hab3da7d_1  conda-forge         
## scipy                          1.3.1  py36h1410ff5_0  pkgs/main           
## scipy                          1.3.1  py36h1a1e112_0  pkgs/main           
## scipy                          1.3.1  py36h7e0e109_0  conda-forge         
## scipy                          1.3.1  py36h7e0e109_1  conda-forge         
## scipy                          1.3.1  py36h7e0e109_2  conda-forge         
## scipy                          1.3.1  py36hab3da7d_0  conda-forge         
## scipy                          1.3.1  py36hab3da7d_1  conda-forge         
## scipy                          1.3.1  py36hab3da7d_2  conda-forge         
## scipy                          1.3.1  py37h1410ff5_0  pkgs/main           
## scipy                          1.3.1  py37h1a1e112_0  pkgs/main           
## scipy                          1.3.1  py37h7e0e109_0  conda-forge         
## scipy                          1.3.1  py37h7e0e109_1  conda-forge         
## scipy                          1.3.1  py37h7e0e109_2  conda-forge         
## scipy                          1.3.1  py37hab3da7d_0  conda-forge         
## scipy                          1.3.1  py37hab3da7d_1  conda-forge         
## scipy                          1.3.1  py37hab3da7d_2  conda-forge         
## scipy                          1.3.1  py38h1410ff5_0  pkgs/main           
## scipy                          1.3.1  py38h1a1e112_0  pkgs/main           
## scipy                          1.3.2  py36h1410ff5_0  pkgs/main           
## scipy                          1.3.2  py36h1a1e112_0  pkgs/main           
## scipy                          1.3.2  py36h82752d6_0  conda-forge         
## scipy                          1.3.2  py37h82752d6_0  conda-forge         
## scipy                          1.3.2  py38h82752d6_0  conda-forge         
## scipy                          1.3.3  py36h82752d6_0  conda-forge         
## scipy                          1.3.3  py37h82752d6_0  conda-forge         
## scipy                          1.3.3  py38h82752d6_0  conda-forge         
## scipy                          1.4.0  py36h82752d6_0  conda-forge         
## scipy                          1.4.0  py37h82752d6_0  conda-forge         
## scipy                          1.4.0  py38h82752d6_0  conda-forge         
## scipy                          1.4.1  py36h1dac7e4_2  conda-forge         
## scipy                          1.4.1  py36h1dac7e4_3  conda-forge         
## scipy                          1.4.1  py36h82752d6_0  conda-forge         
## scipy                          1.4.1  py36h9fa6033_0  pkgs/main           
## scipy                          1.4.1  py36hba666df_0  pkgs/main           
## scipy                          1.4.1  py36he995f2f_2  conda-forge         
## scipy                          1.4.1  py36he995f2f_3  conda-forge         
## scipy                          1.4.1  py37h82752d6_0  conda-forge         
## scipy                          1.4.1  py37h9fa6033_0  pkgs/main           
## scipy                          1.4.1  py37hba666df_0  pkgs/main           
## scipy                          1.4.1  py37hce1b9e5_2  conda-forge         
## scipy                          1.4.1  py37hce1b9e5_3  conda-forge         
## scipy                          1.4.1  py38h38b60c6_2  conda-forge         
## scipy                          1.4.1  py38h38b60c6_3  conda-forge         
## scipy                          1.4.1  py38h44e99c9_0  pkgs/main           
## scipy                          1.4.1  py38h82752d6_0  conda-forge         
## scipy                          1.4.1  py38hebbc057_0  pkgs/main           
## scipy                          1.5.0  py36h1dac7e4_0  conda-forge         
## scipy                          1.5.0  py36h912ce22_0  pkgs/main           
## scipy                          1.5.0  py36hadf427e_0  pkgs/main           
## scipy                          1.5.0  py36he995f2f_0  conda-forge         
## scipy                          1.5.0  py37h912ce22_0  pkgs/main           
## scipy                          1.5.0  py37hadf427e_0  pkgs/main           
## scipy                          1.5.0  py37hce1b9e5_0  conda-forge         
## scipy                          1.5.0  py38h38b60c6_0  conda-forge         
## scipy                          1.5.0  py38h3eb1e28_0  pkgs/main           
## scipy                          1.5.0  py38hbab996c_0  pkgs/main           
## scipy                          1.5.1  py36h1dac7e4_0  conda-forge         
## scipy                          1.5.1  py36he995f2f_0  conda-forge         
## scipy                          1.5.1  py37hce1b9e5_0  conda-forge         
## scipy                          1.5.1  py38h38b60c6_0  conda-forge         
## scipy                          1.5.2  py36h01b1e2b_0  conda-forge         
## scipy                          1.5.2  py36h01b1e2b_1  conda-forge         
## scipy                          1.5.2  py36h01b1e2b_2  conda-forge         
## scipy                          1.5.2  py36h04de62b_2  conda-forge         
## scipy                          1.5.2  py36h0648502_2  conda-forge         
## scipy                          1.5.2  py36h0ba62d5_2  conda-forge         
## scipy                          1.5.2  py36h3862da1_2  conda-forge         
## scipy                          1.5.2  py36h60e02ee_2  conda-forge         
## scipy                          1.5.2  py36h61c6cb4_0  conda-forge         
## scipy                          1.5.2  py36h61c6cb4_1  conda-forge         
## scipy                          1.5.2  py36h61c6cb4_2  conda-forge         
## scipy                          1.5.2  py36h69aa222_2  conda-forge         
## scipy                          1.5.2  py36h912ce22_0  pkgs/main           
## scipy                          1.5.2  py36ha87e424_2  conda-forge         
## scipy                          1.5.2  py36haa79e3e_2  conda-forge         
## scipy                          1.5.2  py36hadf427e_0  pkgs/main           
## scipy                          1.5.2  py36hb2e8aec_2  conda-forge         
## scipy                          1.5.2  py36hca8f76d_2  conda-forge         
## scipy                          1.5.2  py37h04d6967_2  conda-forge         
## scipy                          1.5.2  py37h2702c91_0  conda-forge         
## scipy                          1.5.2  py37h2702c91_1  conda-forge         
## scipy                          1.5.2  py37h2702c91_2  conda-forge         
## scipy                          1.5.2  py37h821cff1_2  conda-forge         
## scipy                          1.5.2  py37h8abea2e_2  conda-forge         
## scipy                          1.5.2  py37h912ce22_0  pkgs/main           
## scipy                          1.5.2  py37ha9eab96_2  conda-forge         
## scipy                          1.5.2  py37hadf427e_0  pkgs/main           
## scipy                          1.5.2  py37hb971cc3_2  conda-forge         
## scipy                          1.5.2  py38h1402333_0  conda-forge         
## scipy                          1.5.2  py38h1402333_1  conda-forge         
## scipy                          1.5.2  py38h1402333_2  conda-forge         
## scipy                          1.5.2  py38h2515648_0  pkgs/main           
## scipy                          1.5.2  py38h2a334b3_2  conda-forge         
## scipy                          1.5.2  py38h352ea5d_2  conda-forge         
## scipy                          1.5.2  py38h4420a3a_0  pkgs/main           
## scipy                          1.5.2  py38h9bd2513_2  conda-forge         
## scipy                          1.5.2  py38hb6cd474_2  conda-forge         
## scipy                          1.5.2  py38hf17e0cf_2  conda-forge         
## scipy                          1.5.2  py39h0fe7a32_2  conda-forge         
## scipy                          1.5.2  py39h2515648_0  pkgs/main           
## scipy                          1.5.2  py39h27fd13a_1  conda-forge         
## scipy                          1.5.2  py39h27fd13a_2  conda-forge         
## scipy                          1.5.2  py39h29d2137_2  conda-forge         
## scipy                          1.5.2  py39h3164f57_2  conda-forge         
## scipy                          1.5.2  py39h4420a3a_0  pkgs/main           
## scipy                          1.5.2  py39h79ec47c_2  conda-forge         
## scipy                          1.5.2  py39hea380fd_2  conda-forge         
## scipy                          1.5.3  py36h04de62b_0  conda-forge         
## scipy                          1.5.3  py36h4f136de_1  conda-forge         
## scipy                          1.5.3  py36h69aa222_0  conda-forge         
## scipy                          1.5.3  py36ha87e424_0  conda-forge         
## scipy                          1.5.3  py36hca8f76d_0  conda-forge         
## scipy                          1.5.3  py37h04d6967_0  conda-forge         
## scipy                          1.5.3  py37h821cff1_0  conda-forge         
## scipy                          1.5.3  py38h352ea5d_0  conda-forge         
## scipy                          1.5.3  py38hb6cd474_0  conda-forge         
## scipy                          1.5.3  py39h0fe7a32_0  conda-forge         
## scipy                          1.5.3  py39h3164f57_0  conda-forge         
## scipy                          1.6.0  py37h1b35044_0  conda-forge         
## scipy                          1.6.0  py37h2515648_0  pkgs/main           
## scipy                          1.6.0  py37h4420a3a_0  pkgs/main           
## scipy                          1.6.0  py37h6bb7d36_0  conda-forge         
## scipy                          1.6.0  py37hc22aa43_0  conda-forge         
## scipy                          1.6.0  py37hfcf1b01_0  conda-forge         
## scipy                          1.6.0  py38h2515648_0  pkgs/main           
## scipy                          1.6.0  py38h4420a3a_0  pkgs/main           
## scipy                          1.6.0  py38h95ea19e_0  conda-forge         
## scipy                          1.6.0  py38ha68b950_0  conda-forge         
## scipy                          1.6.0  py39h2515648_0  pkgs/main           
## scipy                          1.6.0  py39h4420a3a_0  pkgs/main           
## scipy                          1.6.0  py39hca3e1c3_0  conda-forge         
## scipy                          1.6.0  py39hed629a4_0  conda-forge         
## scipy                          1.6.1  py37h0211240_0  conda-forge         
## scipy                          1.6.1  py37h2515648_0  pkgs/main           
## scipy                          1.6.1  py37h4420a3a_0  pkgs/main           
## scipy                          1.6.1  py37hdae636d_0  conda-forge         
## scipy                          1.6.1  py38h2515648_0  pkgs/main           
## scipy                          1.6.1  py38h41e0fa8_0  conda-forge         
## scipy                          1.6.1  py38h4420a3a_0  pkgs/main           
## scipy                          1.6.1  py39h056f1c0_0  conda-forge         
## scipy                          1.6.1  py39h2515648_0  pkgs/main           
## scipy                          1.6.1  py39h4420a3a_0  pkgs/main           
## scipy                          1.6.2  py37h2515648_0  pkgs/main           
## scipy                          1.6.2  py37h4420a3a_0  pkgs/main           
## scipy                          1.6.2  py37h4420a3a_1  pkgs/main           
## scipy                          1.6.2  py37h866764c_0  conda-forge         
## scipy                          1.6.2  py37hd5f7400_1  pkgs/main           
## scipy                          1.6.2  py37hdae636d_0  conda-forge         
## scipy                          1.6.2  py38h2515648_0  pkgs/main           
## scipy                          1.6.2  py38h431c0a8_0  conda-forge         
## scipy                          1.6.2  py38h4420a3a_0  pkgs/main           
## scipy                          1.6.2  py38h4420a3a_1  pkgs/main           
## scipy                          1.6.2  py38hd5f7400_1  pkgs/main           
## scipy                          1.6.2  py39h056f1c0_0  conda-forge         
## scipy                          1.6.2  py39h2515648_0  pkgs/main           
## scipy                          1.6.2  py39h4420a3a_0  pkgs/main           
## scipy                          1.6.2  py39h4420a3a_1  pkgs/main           
## scipy                          1.6.2  py39hd5f7400_1  pkgs/main           
## scipy                          1.6.3  py37h866764c_0  conda-forge         
## scipy                          1.6.3  py37hdae636d_0  conda-forge         
## scipy                          1.6.3  py38h431c0a8_0  conda-forge         
## scipy                          1.6.3  py39h056f1c0_0  conda-forge         
## scipy                          1.7.0  py37h866764c_0  conda-forge         
## scipy                          1.7.0  py37h866764c_1  conda-forge         
## scipy                          1.7.0  py37hdae636d_1  conda-forge         
## scipy                          1.7.0  py38h431c0a8_0  conda-forge         
## scipy                          1.7.0  py38h431c0a8_1  conda-forge         
## scipy                          1.7.0  py39h056f1c0_0  conda-forge         
## scipy                          1.7.0  py39h056f1c0_1  conda-forge         
## scipy                          1.7.1  py37h4e3cf02_0  conda-forge         
## scipy                          1.7.1  py37h88652d9_2  pkgs/main           
## scipy                          1.7.1  py37hdae636d_0  conda-forge         
## scipy                          1.7.1  py37hf27351e_2  pkgs/main           
## scipy                          1.7.1  py38h88652d9_2  pkgs/main           
## scipy                          1.7.1  py38hd329d04_0  conda-forge         
## scipy                          1.7.1  py38hf27351e_2  pkgs/main           
## scipy                          1.7.1  py39h056f1c0_0  conda-forge         
## scipy                          1.7.1  py39h88652d9_2  pkgs/main           
## scipy                          1.7.1  py39hf27351e_2  pkgs/main           
## scipy                          1.7.2 py310h47774c9_0  conda-forge         
## scipy                          1.7.2  py37h4e3cf02_0  conda-forge         
## scipy                          1.7.2  py37hdae636d_0  conda-forge         
## scipy                          1.7.2  py38hd329d04_0  conda-forge         
## scipy                          1.7.2  py39h056f1c0_0  conda-forge         
## scipy                          1.7.3 py310h0a4c7d7_2  pkgs/main           
## scipy                          1.7.3 py310h36d7d03_2  pkgs/main           
## scipy                          1.7.3 py310h3dd3380_0  pkgs/main           
## scipy                          1.7.3 py310h47774c9_0  conda-forge         
## scipy                          1.7.3 py310hbd46d07_0  pkgs/main           
## scipy                          1.7.3  py37h0ed0bf1_2  pkgs/main           
## scipy                          1.7.3  py37h214d14d_2  pkgs/main           
## scipy                          1.7.3  py37h4e3cf02_0  conda-forge         
## scipy                          1.7.3  py37h8c7af03_0  pkgs/main           
## scipy                          1.7.3  py37hdae636d_0  conda-forge         
## scipy                          1.7.3  py37hfb86763_0  pkgs/main           
## scipy                          1.7.3  py38h0ed0bf1_2  pkgs/main           
## scipy                          1.7.3  py38h214d14d_2  pkgs/main           
## scipy                          1.7.3  py38h8c7af03_0  pkgs/main           
## scipy                          1.7.3  py38hd329d04_0  conda-forge         
## scipy                          1.7.3  py38hfb86763_0  pkgs/main           
## scipy                          1.7.3  py39h056f1c0_0  conda-forge         
## scipy                          1.7.3  py39h0ed0bf1_2  pkgs/main           
## scipy                          1.7.3  py39h214d14d_2  pkgs/main           
## scipy                          1.7.3  py39h8c7af03_0  pkgs/main           
## scipy                          1.7.3  py39hfb86763_0  pkgs/main           
## scipy                          1.8.0 py310h47774c9_0  conda-forge         
## scipy                          1.8.0 py310h47774c9_1  conda-forge         
## scipy                          1.8.0  py38hd329d04_0  conda-forge         
## scipy                          1.8.0  py38hd329d04_1  conda-forge         
## scipy                          1.8.0  py39h056f1c0_0  conda-forge         
## scipy                          1.8.0  py39h056f1c0_1  conda-forge         
## scipy                          1.8.1 py310h1f9c157_0  conda-forge         
## scipy                          1.8.1 py310h70707f4_2  conda-forge         
## scipy                          1.8.1  py38h2c99f22_0  conda-forge         
## scipy                          1.8.1  py38h8fa3b32_2  conda-forge         
## scipy                          1.8.1  py38hb261484_2  conda-forge         
## scipy                          1.8.1  py39h295011a_2  conda-forge         
## scipy                          1.8.1  py39h29d19b3_2  conda-forge         
## scipy                          1.8.1  py39hfa1a3ab_0  conda-forge         
## scipy                          1.9.0 py310h70707f4_0  conda-forge         
## scipy                          1.9.0  py38hb261484_0  conda-forge         
## scipy                          1.9.0  py39h29d19b3_0  conda-forge         
## scipy                          1.9.1 py310h240c617_0  conda-forge         
## scipy                          1.9.1  py38hb5a21b1_0  conda-forge         
## scipy                          1.9.1  py39h9488793_0  conda-forge

The command outputs all of the versions of the scipy package it can find across all of the channels. We can narrow the search down by specifying a particular version number:

bash
conda search scipy=1.1.0
## Loading channels: ...working... done
## # Name                       Version           Build  Channel             
## scipy                          1.1.0 py27_blas_openblas_200  conda-forge         
## scipy                          1.1.0 py27_blas_openblash4251c03_1202  conda-forge         
## scipy                          1.1.0 py27_blas_openblash7943236_201  conda-forge         
## scipy                          1.1.0 py27_blas_openblashb06ca3d_202  conda-forge         
## scipy                          1.1.0 py27_blas_openblashd3ea46f_201  conda-forge         
## scipy                          1.1.0 py27_nomklh7cd7d8e_0  pkgs/main           
## scipy                          1.1.0 py27_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.1.0  py27h1410ff5_2  pkgs/main           
## scipy                          1.1.0  py27h1a1e112_1  pkgs/main           
## scipy                          1.1.0  py27h1a1e112_2  pkgs/main           
## scipy                          1.1.0  py27h28f7352_1  pkgs/main           
## scipy                          1.1.0  py27hcaad992_0  pkgs/main           
## scipy                          1.1.0  py27hf1f7d93_0  pkgs/main           
## scipy                          1.1.0  py27hf41a071_1  pkgs/main           
## scipy                          1.1.0  py27hf5b7bf4_0  pkgs/main           
## scipy                          1.1.0 py35_blas_openblas_200  conda-forge         
## scipy                          1.1.0 py35_blas_openblash7943236_201  conda-forge         
## scipy                          1.1.0 py35_blas_openblashd3ea46f_201  conda-forge         
## scipy                          1.1.0 py35_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.1.0  py35h1a1e112_1  pkgs/main           
## scipy                          1.1.0  py35h28f7352_1  pkgs/main           
## scipy                          1.1.0  py35hcaad992_0  pkgs/main           
## scipy                          1.1.0  py35hf41a071_1  pkgs/main           
## scipy                          1.1.0 py36_blas_openblas_200  conda-forge         
## scipy                          1.1.0 py36_blas_openblash4251c03_1202  conda-forge         
## scipy                          1.1.0 py36_blas_openblash7943236_201  conda-forge         
## scipy                          1.1.0 py36_blas_openblashb06ca3d_202  conda-forge         
## scipy                          1.1.0 py36_blas_openblashd3ea46f_201  conda-forge         
## scipy                          1.1.0 py36_nomklh7cd7d8e_0  pkgs/main           
## scipy                          1.1.0 py36_nomklhc0c9f2f_0  pkgs/main           
## scipy                          1.1.0  py36h1410ff5_2  pkgs/main           
## scipy                          1.1.0  py36h1a1e112_1  pkgs/main           
## scipy                          1.1.0  py36h1a1e112_2  pkgs/main           
## scipy                          1.1.0  py36h28f7352_1  pkgs/main           
## scipy                          1.1.0  py36hcaad992_0  pkgs/main           
## scipy                          1.1.0  py36hf1f7d93_0  pkgs/main           
## scipy                          1.1.0  py36hf41a071_1  pkgs/main           
## scipy                          1.1.0 py37_blas_openblash4251c03_1202  conda-forge         
## scipy                          1.1.0 py37_blas_openblash7943236_201  conda-forge         
## scipy                          1.1.0 py37_blas_openblashb06ca3d_202  conda-forge         
## scipy                          1.1.0 py37_nomklh7cd7d8e_0  pkgs/main           
## scipy                          1.1.0  py37h1410ff5_2  pkgs/main           
## scipy                          1.1.0  py37h1a1e112_1  pkgs/main           
## scipy                          1.1.0  py37h1a1e112_2  pkgs/main           
## scipy                          1.1.0  py37h28f7352_1  pkgs/main           
## scipy                          1.1.0  py37hf1f7d93_0  pkgs/main           
## scipy                          1.1.0  py37hf41a071_1  pkgs/main           
## scipy                          1.1.0  py37hf5b7bf4_0  pkgs/main

Okay, lets try to install our first software package! Packages are installed using the obviously named install command. The packages you want to install should be listed on the command line, separated by a single whitespace character. For example, to install the scipy and numpy packages:

bash
# Do not ask for confirmation (-y)
conda install --yes scipy numpy
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## # All requested packages already installed.
## 
## Retrieving notices: ...working... done

At this point you may be wondering where scipy and numpy were installed. We haven’t created an environment yet, so where did conda install these packages? Actually, once conda is installed a default environment is created which is called the ‘base’ environment. When we use the install command outside of a specified environment, conda will install the packages into the ‘base’ environment. We do not suggest you make a habit of this! The reason is that if something breaks in the ‘base’ environment then you will have to uninstall and re-install conda from scratch. Instead, always create a new environment for the software or collection of software you want to have installed.

3.4 Using environments

As we mentioned previously, conda allows you to create separate environments containing files, packages, and their dependencies. The advantage of using environments is that you can install multiple versions of the same software. This is important because some bioinformatics software requires specific versions of tools and libraries which may be incompatible with other software you already have installed. To create a named environment, use the create command accordingly.

Create a new environment named ‘bioinfo’ and install Python 3.6:

bash
conda create --yes --name bioinfo python=3.6
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bioinfo
## 
##   added / updated specs:
##     - python=3.6
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   ca-certificates    conda-forge/osx-64::ca-certificates-2022.9.14-h033912b_0
##   certifi            conda-forge/osx-64::certifi-2016.9.26-py36_0
##   libcxx             conda-forge/osx-64::libcxx-14.0.6-hccf4f1f_0
##   libffi             conda-forge/osx-64::libffi-3.4.2-h0d85af4_5
##   libsqlite          conda-forge/osx-64::libsqlite-3.39.3-ha978bb4_0
##   libzlib            conda-forge/osx-64::libzlib-1.2.12-hfd90126_3
##   ncurses            conda-forge/osx-64::ncurses-6.3-h96cf925_1
##   openssl            conda-forge/osx-64::openssl-1.1.1q-hfe4f2af_0
##   pip                conda-forge/noarch::pip-21.2.4-pyhd8ed1ab_0
##   python             conda-forge/osx-64::python-3.6.15-haf480d7_0_cpython
##   python_abi         conda-forge/osx-64::python_abi-3.6-2_cp36m
##   readline           conda-forge/osx-64::readline-8.1.2-h3899abd_0
##   setuptools         conda-forge/osx-64::setuptools-49.6.0-py36h79c6626_3
##   sqlite             conda-forge/osx-64::sqlite-3.39.3-h9ae0607_0
##   tk                 conda-forge/osx-64::tk-8.6.12-h5dbffcc_0
##   wheel              conda-forge/noarch::wheel-0.37.1-pyhd8ed1ab_0
##   xz                 conda-forge/osx-64::xz-5.2.6-h775f41a_0
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## #
## # To activate this environment, use
## #
## #     $ conda activate bioinfo
## #
## # To deactivate an active environment, use
## #
## #     $ conda deactivate
## 
## Retrieving notices: ...working... done

Once the environment is created, we need to ‘activate’ it in order to make the software available. You might be wondering what actually happens when we ‘activate’ an environment? To put it simply, conda changes the directories the computer searches for a command. When you type a command at the terminal, the computer looks for a command with that exact name in a number of pre-specified directories. These directories are specified in the PATH environment variable. When an environment is ‘activated’ conda changes the PATH environment variable so that it only searches the ‘activated’ conda environment directory.

Activate the ‘bioinfo’ environment to use it:

bash
conda activate bioinfo

Install some additional packages:

bash
conda install --yes numpy matplotlib
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... failed with initial frozen solve. Retrying with flexible solve.
## Solving environment: ...working... failed with repodata from current_repodata.json, will retry with next repodata source.
## Collecting package metadata (repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bioinfo
## 
##   added / updated specs:
##     - matplotlib
##     - numpy
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   cycler             conda-forge/noarch::cycler-0.11.0-pyhd8ed1ab_0
##   freetype           conda-forge/osx-64::freetype-2.12.1-h3f81eb7_0
##   jpeg               conda-forge/osx-64::jpeg-9e-hac89ed1_2
##   kiwisolver         conda-forge/osx-64::kiwisolver-1.3.1-py36hc61eee1_1
##   lcms2              conda-forge/osx-64::lcms2-2.12-h577c468_0
##   lerc               conda-forge/osx-64::lerc-3.0-he49afe7_0
##   libblas            conda-forge/osx-64::libblas-3.9.0-16_osx64_openblas
##   libcblas           conda-forge/osx-64::libcblas-3.9.0-16_osx64_openblas
##   libdeflate         conda-forge/osx-64::libdeflate-1.10-h0d85af4_0
##   libgfortran        conda-forge/osx-64::libgfortran-5.0.0-10_4_0_h97931a8_25
##   libgfortran5       conda-forge/osx-64::libgfortran5-11.3.0-h082f757_25
##   liblapack          conda-forge/osx-64::liblapack-3.9.0-16_osx64_openblas
##   libopenblas        conda-forge/osx-64::libopenblas-0.3.21-openmp_h429af6e_3
##   libpng             conda-forge/osx-64::libpng-1.6.38-ha978bb4_0
##   libtiff            conda-forge/osx-64::libtiff-4.3.0-hfca7e8f_4
##   libwebp-base       conda-forge/osx-64::libwebp-base-1.2.4-h775f41a_0
##   llvm-openmp        conda-forge/osx-64::llvm-openmp-14.0.4-ha654fa7_0
##   matplotlib         conda-forge/osx-64::matplotlib-3.3.4-py36h79c6626_0
##   matplotlib-base    conda-forge/osx-64::matplotlib-base-3.3.4-py36h4ea959b_0
##   numpy              conda-forge/osx-64::numpy-1.19.5-py36h08b5fde_2
##   olefile            conda-forge/noarch::olefile-0.46-pyh9f0ad1d_1
##   openjpeg           conda-forge/osx-64::openjpeg-2.4.0-h6e7aa92_1
##   pillow             conda-forge/osx-64::pillow-8.3.2-py36h950f3bb_0
##   pyparsing          conda-forge/noarch::pyparsing-3.0.9-pyhd8ed1ab_0
##   python-dateutil    conda-forge/noarch::python-dateutil-2.8.2-pyhd8ed1ab_0
##   six                conda-forge/noarch::six-1.16.0-pyh6c4a22f_0
##   tornado            conda-forge/osx-64::tornado-6.1-py36hfa26744_1
##   zlib               conda-forge/osx-64::zlib-1.2.12-hfd90126_3
##   zstd               conda-forge/osx-64::zstd-1.5.2-hfa58983_4
## 
## The following packages will be UPDATED:
## 
##   certifi                                  2016.9.26-py36_0 --> 2021.5.30-py36h79c6626_0
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## Retrieving notices: ...working... done

List all packages installed in the ‘bioinfo’ environment:

bash
conda list
## # packages in environment at /opt/miniconda3/envs/bioinfo:
## #
## # Name                    Version                   Build  Channel
## ca-certificates           2022.9.14            h033912b_0    conda-forge
## certifi                   2021.5.30        py36h79c6626_0    conda-forge
## cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
## freetype                  2.12.1               h3f81eb7_0    conda-forge
## jpeg                      9e                   hac89ed1_2    conda-forge
## kiwisolver                1.3.1            py36hc61eee1_1    conda-forge
## lcms2                     2.12                 h577c468_0    conda-forge
## lerc                      3.0                  he49afe7_0    conda-forge
## libblas                   3.9.0           16_osx64_openblas    conda-forge
## libcblas                  3.9.0           16_osx64_openblas    conda-forge
## libcxx                    14.0.6               hccf4f1f_0    conda-forge
## libdeflate                1.10                 h0d85af4_0    conda-forge
## libffi                    3.4.2                h0d85af4_5    conda-forge
## libgfortran               5.0.0           10_4_0_h97931a8_25    conda-forge
## libgfortran5              11.3.0              h082f757_25    conda-forge
## liblapack                 3.9.0           16_osx64_openblas    conda-forge
## libopenblas               0.3.21          openmp_h429af6e_3    conda-forge
## libpng                    1.6.38               ha978bb4_0    conda-forge
## libsqlite                 3.39.3               ha978bb4_0    conda-forge
## libtiff                   4.3.0                hfca7e8f_4    conda-forge
## libwebp-base              1.2.4                h775f41a_0    conda-forge
## libzlib                   1.2.12               hfd90126_3    conda-forge
## llvm-openmp               14.0.4               ha654fa7_0    conda-forge
## matplotlib                3.3.4            py36h79c6626_0    conda-forge
## matplotlib-base           3.3.4            py36h4ea959b_0    conda-forge
## ncurses                   6.3                  h96cf925_1    conda-forge
## numpy                     1.19.5           py36h08b5fde_2    conda-forge
## olefile                   0.46               pyh9f0ad1d_1    conda-forge
## openjpeg                  2.4.0                h6e7aa92_1    conda-forge
## openssl                   1.1.1q               hfe4f2af_0    conda-forge
## pillow                    8.3.2            py36h950f3bb_0    conda-forge
## pip                       21.2.4             pyhd8ed1ab_0    conda-forge
## pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
## python                    3.6.15          haf480d7_0_cpython    conda-forge
## python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
## python_abi                3.6                     2_cp36m    conda-forge
## readline                  8.1.2                h3899abd_0    conda-forge
## setuptools                49.6.0           py36h79c6626_3    conda-forge
## six                       1.16.0             pyh6c4a22f_0    conda-forge
## sqlite                    3.39.3               h9ae0607_0    conda-forge
## tk                        8.6.12               h5dbffcc_0    conda-forge
## tornado                   6.1              py36hfa26744_1    conda-forge
## wheel                     0.37.1             pyhd8ed1ab_0    conda-forge
## xz                        5.2.6                h775f41a_0    conda-forge
## zlib                      1.2.12               hfd90126_3    conda-forge
## zstd                      1.5.2                hfa58983_4    conda-forge

Deactivate the environment when you are finished:

bash
conda deactivate

Lets say we now wanted to install this environment on a different machine. Perhaps your colleague needs to re-run an analysis you did and they need to have the same versions of all the software you used. This is where the environment system really shines. We can make an ‘environment file’ which lists all of the packages in a given environment. This file can then be shared with your colleague who also has conda installed and they can replicate the exact environment on their machine.

Save the ‘bioinfo’ environment to a text file:

bash
conda list --name bioinfo --explicit > bioinfo-env.txt

Create new environment from the ‘bioinfo’ text file:

bash
conda create --yes --name bioinfo-copy --file bioinfo-env.txt
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## Retrieving notices: ...working... done

Activate the ‘bioinfo-copy’ environment to use it:

bash
conda activate bioinfo-copy

List all packages installed in the ‘bioinfo-copy’ environment:

bash
conda list
## # packages in environment at /opt/miniconda3/envs/bioinfo-copy:
## #
## # Name                    Version                   Build  Channel
## ca-certificates           2022.9.14            h033912b_0    conda-forge
## certifi                   2021.5.30        py36h79c6626_0    conda-forge
## cycler                    0.11.0             pyhd8ed1ab_0    conda-forge
## freetype                  2.12.1               h3f81eb7_0    conda-forge
## jpeg                      9e                   hac89ed1_2    conda-forge
## kiwisolver                1.3.1            py36hc61eee1_1    conda-forge
## lcms2                     2.12                 h577c468_0    conda-forge
## lerc                      3.0                  he49afe7_0    conda-forge
## libblas                   3.9.0           16_osx64_openblas    conda-forge
## libcblas                  3.9.0           16_osx64_openblas    conda-forge
## libcxx                    14.0.6               hccf4f1f_0    conda-forge
## libdeflate                1.10                 h0d85af4_0    conda-forge
## libffi                    3.4.2                h0d85af4_5    conda-forge
## libgfortran               5.0.0           10_4_0_h97931a8_25    conda-forge
## libgfortran5              11.3.0              h082f757_25    conda-forge
## liblapack                 3.9.0           16_osx64_openblas    conda-forge
## libopenblas               0.3.21          openmp_h429af6e_3    conda-forge
## libpng                    1.6.38               ha978bb4_0    conda-forge
## libsqlite                 3.39.3               ha978bb4_0    conda-forge
## libtiff                   4.3.0                hfca7e8f_4    conda-forge
## libwebp-base              1.2.4                h775f41a_0    conda-forge
## libzlib                   1.2.12               hfd90126_3    conda-forge
## llvm-openmp               14.0.4               ha654fa7_0    conda-forge
## matplotlib                3.3.4            py36h79c6626_0    conda-forge
## matplotlib-base           3.3.4            py36h4ea959b_0    conda-forge
## ncurses                   6.3                  h96cf925_1    conda-forge
## numpy                     1.19.5           py36h08b5fde_2    conda-forge
## olefile                   0.46               pyh9f0ad1d_1    conda-forge
## openjpeg                  2.4.0                h6e7aa92_1    conda-forge
## openssl                   1.1.1q               hfe4f2af_0    conda-forge
## pillow                    8.3.2            py36h950f3bb_0    conda-forge
## pip                       21.2.4             pyhd8ed1ab_0    conda-forge
## pyparsing                 3.0.9              pyhd8ed1ab_0    conda-forge
## python                    3.6.15          haf480d7_0_cpython    conda-forge
## python-dateutil           2.8.2              pyhd8ed1ab_0    conda-forge
## python_abi                3.6                     2_cp36m    conda-forge
## readline                  8.1.2                h3899abd_0    conda-forge
## setuptools                49.6.0           py36h79c6626_3    conda-forge
## six                       1.16.0             pyh6c4a22f_0    conda-forge
## sqlite                    3.39.3               h9ae0607_0    conda-forge
## tk                        8.6.12               h5dbffcc_0    conda-forge
## tornado                   6.1              py36hfa26744_1    conda-forge
## wheel                     0.37.1             pyhd8ed1ab_0    conda-forge
## xz                        5.2.6                h775f41a_0    conda-forge
## zlib                      1.2.12               hfd90126_3    conda-forge
## zstd                      1.5.2                hfa58983_4    conda-forge

Deactivate the environment:

bash
conda deactivate

Delete the environment file:

bash
rm -f bioinfo-env.txt

You should see that the package versions are exactly the same between the ‘bioinfo’ and ‘bioinfo-copy’ environments. It is good practice to create a new environment for each project. This ensures your work will be reproducible (at least from a software perspective) and colleagues can easily pickup the work afterwords by installing the same environment.

3.5 Finding conda packages

Sometimes you won’t be sure if a package is available from any of channels, so instead you will have to ‘search’ for it by name. You can search for packages using the search command followed by a text query. This approach is helpful because you don’t have to be sure of the exact name - you can use partial matching.

Use conda to search for the ‘scikit-learn’ package:

bash
conda search scikit-learn
## Loading channels: ...working... done
## # Name                       Version           Build  Channel             
## scikit-learn                  0.17.1 np110py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.17.1 np110py27_blas_openblas_201  conda-forge         
## scikit-learn                  0.17.1 np110py27_blas_openblas_202  conda-forge         
## scikit-learn                  0.17.1 np110py34_blas_openblas_200  conda-forge         
## scikit-learn                  0.17.1 np110py34_blas_openblas_201  conda-forge         
## scikit-learn                  0.17.1 np110py34_blas_openblas_202  conda-forge         
## scikit-learn                  0.17.1 np110py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.17.1 np110py35_blas_openblas_201  conda-forge         
## scikit-learn                  0.17.1 np110py35_blas_openblas_202  conda-forge         
## scikit-learn                  0.17.1 np111py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.17.1 np111py27_blas_openblas_201  conda-forge         
## scikit-learn                  0.17.1 np111py27_blas_openblas_202  conda-forge         
## scikit-learn                  0.17.1 np111py34_blas_openblas_200  conda-forge         
## scikit-learn                  0.17.1 np111py34_blas_openblas_201  conda-forge         
## scikit-learn                  0.17.1 np111py34_blas_openblas_202  conda-forge         
## scikit-learn                  0.17.1 np111py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.17.1 np111py35_blas_openblas_201  conda-forge         
## scikit-learn                  0.17.1 np111py35_blas_openblas_202  conda-forge         
## scikit-learn                    0.18 np110py27_blas_openblas_202  conda-forge         
## scikit-learn                    0.18 np110py27_blas_openblas_203  conda-forge         
## scikit-learn                    0.18 np110py34_blas_openblas_202  conda-forge         
## scikit-learn                    0.18 np110py34_blas_openblas_203  conda-forge         
## scikit-learn                    0.18 np110py35_blas_openblas_202  conda-forge         
## scikit-learn                    0.18 np110py35_blas_openblas_203  conda-forge         
## scikit-learn                    0.18 np111py27_blas_openblas_202  conda-forge         
## scikit-learn                    0.18 np111py27_blas_openblas_203  conda-forge         
## scikit-learn                    0.18 np111py34_blas_openblas_202  conda-forge         
## scikit-learn                    0.18 np111py34_blas_openblas_203  conda-forge         
## scikit-learn                    0.18 np111py35_blas_openblas_202  conda-forge         
## scikit-learn                    0.18 np111py35_blas_openblas_203  conda-forge         
## scikit-learn                    0.18 np111py36_blas_openblas_203  conda-forge         
## scikit-learn                    0.18 np112py27_blas_openblas_204  conda-forge         
## scikit-learn                    0.18 np112py35_blas_openblas_204  conda-forge         
## scikit-learn                    0.18 np112py36_blas_openblas_204  conda-forge         
## scikit-learn                  0.18.1 np111py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.1 np111py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.1 np111py36_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.1 np112py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.1 np112py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.1 np112py36_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np111py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np111py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np111py36_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np112py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np112py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np112py36_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np113py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np113py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 np113py36_blas_openblas_200  conda-forge         
## scikit-learn                  0.18.2 py27_blas_openblas_201  conda-forge         
## scikit-learn                  0.18.2 py34_blas_openblas_201  conda-forge         
## scikit-learn                  0.18.2 py35_blas_openblas_201  conda-forge         
## scikit-learn                  0.18.2 py36_blas_openblas_201  conda-forge         
## scikit-learn                  0.19.0 py27_blas_openblas_201  conda-forge         
## scikit-learn                  0.19.0 py27_nomklh2463853_2  pkgs/main           
## scikit-learn                  0.19.0  py27h54286d7_2  pkgs/main           
## scikit-learn                  0.19.0 py35_blas_openblas_201  conda-forge         
## scikit-learn                  0.19.0 py35_nomklh9245c0a_2  pkgs/main           
## scikit-learn                  0.19.0  py35hd036984_2  pkgs/main           
## scikit-learn                  0.19.0 py36_blas_openblas_201  conda-forge         
## scikit-learn                  0.19.0 py36_nomklh752ef42_2  pkgs/main           
## scikit-learn                  0.19.0  py36h4cafacf_2  pkgs/main           
## scikit-learn                  0.19.1 py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.19.1 py27_blas_openblas_201  conda-forge         
## scikit-learn                  0.19.1 py27_nomklhd1ada06_0  pkgs/main           
## scikit-learn                  0.19.1 py27_nomklhde7755b_0  pkgs/main           
## scikit-learn                  0.19.1  py27h9788993_0  pkgs/main           
## scikit-learn                  0.19.1  py27hf9f1f73_0  pkgs/main           
## scikit-learn                  0.19.1 py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.19.1 py35_blas_openblas_201  conda-forge         
## scikit-learn                  0.19.1 py35_nomklhf06d1bf_0  pkgs/main           
## scikit-learn                  0.19.1  py35h2b554eb_0  pkgs/main           
## scikit-learn                  0.19.1 py36_blas_openblas_200  conda-forge         
## scikit-learn                  0.19.1 py36_blas_openblas_201  conda-forge         
## scikit-learn                  0.19.1 py36_nomklh0ef093b_0  pkgs/main           
## scikit-learn                  0.19.1 py36_nomklhde7755b_0  pkgs/main           
## scikit-learn                  0.19.1  py36hf9f1f73_0  pkgs/main           
## scikit-learn                  0.19.1  py36hffbff8c_0  pkgs/main           
## scikit-learn                  0.19.1 py37_nomklhde7755b_0  pkgs/main           
## scikit-learn                  0.19.1  py37hf9f1f73_0  pkgs/main           
## scikit-learn                  0.19.2 py27_blas_openblas_200  conda-forge         
## scikit-learn                  0.19.2 py27_blas_openblasha84fab4_201  conda-forge         
## scikit-learn                  0.19.2  py27h4f467ca_0  pkgs/main           
## scikit-learn                  0.19.2  py27hebd9d1a_0  pkgs/main           
## scikit-learn                  0.19.2 py35_blas_openblas_200  conda-forge         
## scikit-learn                  0.19.2 py35_blas_openblasha84fab4_201  conda-forge         
## scikit-learn                  0.19.2  py35h4f467ca_0  pkgs/main           
## scikit-learn                  0.19.2  py35hebd9d1a_0  pkgs/main           
## scikit-learn                  0.19.2 py36_blas_openblas_200  conda-forge         
## scikit-learn                  0.19.2 py36_blas_openblasha84fab4_201  conda-forge         
## scikit-learn                  0.19.2  py36h4f467ca_0  pkgs/main           
## scikit-learn                  0.19.2  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.19.2  py37h4f467ca_0  pkgs/main           
## scikit-learn                  0.19.2  py37hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.0 py27_blas_openblash00c3548_201  conda-forge         
## scikit-learn                  0.20.0 py27_blas_openblasha84fab4_201  conda-forge         
## scikit-learn                  0.20.0 py27_blas_openblashc6dc708_1201  conda-forge         
## scikit-learn                  0.20.0  py27h4f467ca_1  pkgs/main           
## scikit-learn                  0.20.0  py27hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.0  py27hebd9d1a_1  pkgs/main           
## scikit-learn                  0.20.0 py35_blas_openblasha84fab4_201  conda-forge         
## scikit-learn                  0.20.0  py35h4f467ca_0  pkgs/main           
## scikit-learn                  0.20.0  py35h4f467ca_1  pkgs/main           
## scikit-learn                  0.20.0  py35hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.0  py35hebd9d1a_1  pkgs/main           
## scikit-learn                  0.20.0 py36_blas_openblash00c3548_201  conda-forge         
## scikit-learn                  0.20.0 py36_blas_openblasha84fab4_201  conda-forge         
## scikit-learn                  0.20.0 py36_blas_openblashc6dc708_1201  conda-forge         
## scikit-learn                  0.20.0  py36h4f467ca_0  pkgs/main           
## scikit-learn                  0.20.0  py36h4f467ca_1  pkgs/main           
## scikit-learn                  0.20.0  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.0  py36hebd9d1a_1  pkgs/main           
## scikit-learn                  0.20.0 py37_blas_openblash00c3548_201  conda-forge         
## scikit-learn                  0.20.0 py37_blas_openblashc6dc708_1201  conda-forge         
## scikit-learn                  0.20.0  py37h4f467ca_0  pkgs/main           
## scikit-learn                  0.20.0  py37h4f467ca_1  pkgs/main           
## scikit-learn                  0.20.0  py37hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.0  py37hebd9d1a_1  pkgs/main           
## scikit-learn                  0.20.1 py27_blas_openblash00c3548_200  conda-forge         
## scikit-learn                  0.20.1 py27_blas_openblashc6dc708_1200  conda-forge         
## scikit-learn                  0.20.1  py27h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.1  py27h4f467ca_0  pkgs/main           
## scikit-learn                  0.20.1  py27hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.1 py36_blas_openblash00c3548_200  conda-forge         
## scikit-learn                  0.20.1 py36_blas_openblashc6dc708_1200  conda-forge         
## scikit-learn                  0.20.1  py36h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.1  py36h4f467ca_0  pkgs/main           
## scikit-learn                  0.20.1  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.1 py37_blas_openblash00c3548_200  conda-forge         
## scikit-learn                  0.20.1 py37_blas_openblashc6dc708_1200  conda-forge         
## scikit-learn                  0.20.1  py37h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.1  py37h4f467ca_0  pkgs/main           
## scikit-learn                  0.20.1  py37hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.2 py27_blas_openblash00c3548_400  conda-forge         
## scikit-learn                  0.20.2 py27_blas_openblashc6dc708_1400  conda-forge         
## scikit-learn                  0.20.2  py27h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.2  py27hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.2 py36_blas_openblash00c3548_400  conda-forge         
## scikit-learn                  0.20.2 py36_blas_openblashc6dc708_1400  conda-forge         
## scikit-learn                  0.20.2  py36h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.2  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.2 py37_blas_openblash00c3548_400  conda-forge         
## scikit-learn                  0.20.2 py37_blas_openblashc6dc708_1400  conda-forge         
## scikit-learn                  0.20.2  py37h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.2  py37hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.3 py27_blas_openblashc6dc708_0  conda-forge         
## scikit-learn                  0.20.3  py27h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.3  py27hca23c92_1  conda-forge         
## scikit-learn                  0.20.3  py27hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.3 py36_blas_openblashc6dc708_0  conda-forge         
## scikit-learn                  0.20.3  py36h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.3  py36hca23c92_1  conda-forge         
## scikit-learn                  0.20.3  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.3 py37_blas_openblashc6dc708_0  conda-forge         
## scikit-learn                  0.20.3  py37h27c97d8_0  pkgs/main           
## scikit-learn                  0.20.3  py37hca23c92_1  conda-forge         
## scikit-learn                  0.20.3  py37hebd9d1a_0  pkgs/main           
## scikit-learn                  0.20.4 py27_blas_openblashc6dc708_0  conda-forge         
## scikit-learn                  0.20.4 py36_blas_openblashc6dc708_0  conda-forge         
## scikit-learn                  0.20.4 py37_blas_openblashc6dc708_0  conda-forge         
## scikit-learn                  0.21.1  py36h27c97d8_0  pkgs/main           
## scikit-learn                  0.21.1  py36h2a6a0b8_0  conda-forge         
## scikit-learn                  0.21.1  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.21.1  py37h27c97d8_0  pkgs/main           
## scikit-learn                  0.21.1  py37h2a6a0b8_0  conda-forge         
## scikit-learn                  0.21.1  py37hebd9d1a_0  pkgs/main           
## scikit-learn                  0.21.2  py36h27c97d8_0  pkgs/main           
## scikit-learn                  0.21.2  py36h2a6a0b8_0  conda-forge         
## scikit-learn                  0.21.2  py36hd4ffd6c_1  conda-forge         
## scikit-learn                  0.21.2  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.21.2  py37h27c97d8_0  pkgs/main           
## scikit-learn                  0.21.2  py37h2a6a0b8_0  conda-forge         
## scikit-learn                  0.21.2  py37hd4ffd6c_1  conda-forge         
## scikit-learn                  0.21.2  py37hebd9d1a_0  pkgs/main           
## scikit-learn                  0.21.3  py36h27c97d8_0  pkgs/main           
## scikit-learn                  0.21.3  py36hd4ffd6c_0  conda-forge         
## scikit-learn                  0.21.3  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.21.3  py37h27c97d8_0  pkgs/main           
## scikit-learn                  0.21.3  py37hd4ffd6c_0  conda-forge         
## scikit-learn                  0.21.3  py37hebd9d1a_0  pkgs/main           
## scikit-learn                    0.22  py36h27c97d8_0  pkgs/main           
## scikit-learn                    0.22  py36h3dc85bc_0  conda-forge         
## scikit-learn                    0.22  py36h3dc85bc_1  conda-forge         
## scikit-learn                    0.22  py36hebd9d1a_0  pkgs/main           
## scikit-learn                    0.22  py37h27c97d8_0  pkgs/main           
## scikit-learn                    0.22  py37h3dc85bc_0  conda-forge         
## scikit-learn                    0.22  py37h3dc85bc_1  conda-forge         
## scikit-learn                    0.22  py37hebd9d1a_0  pkgs/main           
## scikit-learn                    0.22  py38h3dc85bc_0  conda-forge         
## scikit-learn                    0.22  py38h3dc85bc_1  conda-forge         
## scikit-learn                  0.22.1  py36h27c97d8_0  pkgs/main           
## scikit-learn                  0.22.1  py36h3dc85bc_0  conda-forge         
## scikit-learn                  0.22.1  py36h3dc85bc_1  conda-forge         
## scikit-learn                  0.22.1  py36hebd9d1a_0  pkgs/main           
## scikit-learn                  0.22.1  py37h27c97d8_0  pkgs/main           
## scikit-learn                  0.22.1  py37h3dc85bc_1  conda-forge         
## scikit-learn                  0.22.1  py37hebd9d1a_0  pkgs/main           
## scikit-learn                  0.22.1  py38h27c97d8_0  pkgs/main           
## scikit-learn                  0.22.1  py38h3dc85bc_0  conda-forge         
## scikit-learn                  0.22.1  py38h3dc85bc_1  conda-forge         
## scikit-learn                  0.22.1  py38hebd9d1a_0  pkgs/main           
## scikit-learn            0.22.2.post1  py36h3dc85bc_0  conda-forge         
## scikit-learn            0.22.2.post1  py37h3dc85bc_0  conda-forge         
## scikit-learn            0.22.2.post1  py38h3dc85bc_0  conda-forge         
## scikit-learn                  0.23.0  py36hef903b7_0  conda-forge         
## scikit-learn                  0.23.0  py37hf5857e7_0  conda-forge         
## scikit-learn                  0.23.0  py38hb7f0800_0  conda-forge         
## scikit-learn                  0.23.1  py36h58f5ce4_0  pkgs/main           
## scikit-learn                  0.23.1  py36h603561c_0  pkgs/main           
## scikit-learn                  0.23.1  py36hef903b7_0  conda-forge         
## scikit-learn                  0.23.1  py37h58f5ce4_0  pkgs/main           
## scikit-learn                  0.23.1  py37h603561c_0  pkgs/main           
## scikit-learn                  0.23.1  py37hf5857e7_0  conda-forge         
## scikit-learn                  0.23.1  py38h58f5ce4_0  pkgs/main           
## scikit-learn                  0.23.1  py38h603561c_0  pkgs/main           
## scikit-learn                  0.23.1  py38hb7f0800_0  conda-forge         
## scikit-learn                  0.23.2  py36h1d9b210_2  conda-forge         
## scikit-learn                  0.23.2  py36h3637767_1  conda-forge         
## scikit-learn                  0.23.2  py36h5140880_1  conda-forge         
## scikit-learn                  0.23.2  py36h637a150_0  conda-forge         
## scikit-learn                  0.23.2  py36h751d9b8_3  conda-forge         
## scikit-learn                  0.23.2  py36h959d312_0  pkgs/main           
## scikit-learn                  0.23.2  py36he2f1880_2  conda-forge         
## scikit-learn                  0.23.2  py37h913f0e7_1  conda-forge         
## scikit-learn                  0.23.2  py37h959d312_0  pkgs/main           
## scikit-learn                  0.23.2  py37ha0250bc_3  conda-forge         
## scikit-learn                  0.23.2  py37hb7e9fed_0  conda-forge         
## scikit-learn                  0.23.2  py37hd891755_2  conda-forge         
## scikit-learn                  0.23.2  py38h740a60c_3  conda-forge         
## scikit-learn                  0.23.2  py38h959d312_0  pkgs/main           
## scikit-learn                  0.23.2  py38hc63f23e_1  conda-forge         
## scikit-learn                  0.23.2  py38hc729cd9_2  conda-forge         
## scikit-learn                  0.23.2  py38hfde8033_0  conda-forge         
## scikit-learn                  0.23.2  py39hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.23.2  py39hcaaab68_3  conda-forge         
## scikit-learn                  0.23.2  py39hfb838d1_2  conda-forge         
## scikit-learn                  0.24.0  py36hed11f80_0  conda-forge         
## scikit-learn                  0.24.0  py36hf3bbe39_0  conda-forge         
## scikit-learn                  0.24.0  py37hbcf18d0_0  conda-forge         
## scikit-learn                  0.24.0  py38hfd19401_0  conda-forge         
## scikit-learn                  0.24.0  py39h1f17f7f_0  conda-forge         
## scikit-learn                  0.24.1  py36hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.24.1  py36hed11f80_0  conda-forge         
## scikit-learn                  0.24.1  py36hf3bbe39_0  conda-forge         
## scikit-learn                  0.24.1  py37hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.24.1  py37hbcf18d0_0  conda-forge         
## scikit-learn                  0.24.1  py37he052e36_0  conda-forge         
## scikit-learn                  0.24.1  py38hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.24.1  py38hfd19401_0  conda-forge         
## scikit-learn                  0.24.1  py39h1f17f7f_0  conda-forge         
## scikit-learn                  0.24.1  py39hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.24.2  py36h0842c11_0  conda-forge         
## scikit-learn                  0.24.2  py36h0842c11_1  conda-forge         
## scikit-learn                  0.24.2  py36h6f5570e_0  conda-forge         
## scikit-learn                  0.24.2  py36h6f5570e_1  conda-forge         
## scikit-learn                  0.24.2  py36h979b75d_1  conda-forge         
## scikit-learn                  0.24.2  py36hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.24.2  py36he40f1e8_1  conda-forge         
## scikit-learn                  0.24.2  py37h11db1d0_0  conda-forge         
## scikit-learn                  0.24.2  py37h4e1fd32_1  conda-forge         
## scikit-learn                  0.24.2  py37h572704e_1  conda-forge         
## scikit-learn                  0.24.2  py37h5a4fc86_1  conda-forge         
## scikit-learn                  0.24.2  py37h6363f28_1  conda-forge         
## scikit-learn                  0.24.2  py37h95288bf_0  conda-forge         
## scikit-learn                  0.24.2  py37h95288bf_1  conda-forge         
## scikit-learn                  0.24.2  py37hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.24.2  py38h011f2c5_0  conda-forge         
## scikit-learn                  0.24.2  py38h1021539_1  conda-forge         
## scikit-learn                  0.24.2  py38h37f3bb3_1  conda-forge         
## scikit-learn                  0.24.2  py38hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.24.2  py39h4b1dcc9_0  conda-forge         
## scikit-learn                  0.24.2  py39hb2f4e1b_0  pkgs/main           
## scikit-learn                  0.24.2  py39hd2caeff_1  conda-forge         
## scikit-learn                  0.24.2  py39hd4eea88_1  conda-forge         
## scikit-learn                     1.0  py37h4e1fd32_0  conda-forge         
## scikit-learn                     1.0  py37h4e1fd32_1  conda-forge         
## scikit-learn                     1.0  py37h5a4fc86_0  conda-forge         
## scikit-learn                     1.0  py37h5a4fc86_1  conda-forge         
## scikit-learn                     1.0  py38h1021539_0  conda-forge         
## scikit-learn                     1.0  py38h1021539_1  conda-forge         
## scikit-learn                     1.0  py39hd2caeff_0  conda-forge         
## scikit-learn                     1.0  py39hd2caeff_1  conda-forge         
## scikit-learn                   1.0.1 py310h598de7d_2  conda-forge         
## scikit-learn                   1.0.1 py310h598de7d_3  conda-forge         
## scikit-learn                   1.0.1  py37h4e1fd32_0  conda-forge         
## scikit-learn                   1.0.1  py37h4e1fd32_1  conda-forge         
## scikit-learn                   1.0.1  py37h572704e_2  conda-forge         
## scikit-learn                   1.0.1  py37h572704e_3  conda-forge         
## scikit-learn                   1.0.1  py37h5a4fc86_0  conda-forge         
## scikit-learn                   1.0.1  py37h5a4fc86_1  conda-forge         
## scikit-learn                   1.0.1  py37h6363f28_2  conda-forge         
## scikit-learn                   1.0.1  py37h6363f28_3  conda-forge         
## scikit-learn                   1.0.1  py37hae1ba45_0  pkgs/main           
## scikit-learn                   1.0.1  py38h1021539_0  conda-forge         
## scikit-learn                   1.0.1  py38h1021539_1  conda-forge         
## scikit-learn                   1.0.1  py38h37f3bb3_2  conda-forge         
## scikit-learn                   1.0.1  py38h37f3bb3_3  conda-forge         
## scikit-learn                   1.0.1  py38hae1ba45_0  pkgs/main           
## scikit-learn                   1.0.1  py39hae1ba45_0  pkgs/main           
## scikit-learn                   1.0.1  py39hd2caeff_0  conda-forge         
## scikit-learn                   1.0.1  py39hd2caeff_1  conda-forge         
## scikit-learn                   1.0.1  py39hd4eea88_2  conda-forge         
## scikit-learn                   1.0.1  py39hd4eea88_3  conda-forge         
## scikit-learn                   1.0.2 py310h598de7d_0  conda-forge         
## scikit-learn                   1.0.2 py310hc081a56_0  pkgs/main           
## scikit-learn                   1.0.2  py37h572704e_0  conda-forge         
## scikit-learn                   1.0.2  py37h6363f28_0  conda-forge         
## scikit-learn                   1.0.2  py37hae1ba45_0  pkgs/main           
## scikit-learn                   1.0.2  py37hae1ba45_1  pkgs/main           
## scikit-learn                   1.0.2  py38h37f3bb3_0  conda-forge         
## scikit-learn                   1.0.2  py38hae1ba45_0  pkgs/main           
## scikit-learn                   1.0.2  py38hae1ba45_1  pkgs/main           
## scikit-learn                   1.0.2  py39hae1ba45_0  pkgs/main           
## scikit-learn                   1.0.2  py39hae1ba45_1  pkgs/main           
## scikit-learn                   1.0.2  py39hd4eea88_0  conda-forge         
## scikit-learn                   1.1.0 py310hfc06b38_0  conda-forge         
## scikit-learn                   1.1.0  py38h4ade575_0  conda-forge         
## scikit-learn                   1.1.0  py39hafe9688_0  conda-forge         
## scikit-learn                   1.1.1 py310he9d5cce_0  pkgs/main           
## scikit-learn                   1.1.1 py310hfc06b38_0  conda-forge         
## scikit-learn                   1.1.1  py38h4ade575_0  conda-forge         
## scikit-learn                   1.1.1  py38he9d5cce_0  pkgs/main           
## scikit-learn                   1.1.1  py39hafe9688_0  conda-forge         
## scikit-learn                   1.1.1  py39he9d5cce_0  pkgs/main           
## scikit-learn                   1.1.2 py310h3ba92a3_0  conda-forge         
## scikit-learn                   1.1.2  py38h27a3d75_0  conda-forge         
## scikit-learn                   1.1.2  py39h8031a56_0  conda-forge

Use conda to search for a package beginning with the word ‘fast’:

bash
conda search 'fast*'
## Loading channels: ...working... done
## # Name                       Version           Build  Channel             
## fast-cdr                      1.0.14      h4a8c4bd_1  conda-forge         
## fast-cdr                      1.0.15      hb1e8313_0  conda-forge         
## fast-cdr                      1.0.17      h046ec9c_0  conda-forge         
## fast-cdr                      1.0.18      h1c7c35f_0  conda-forge         
## fast-cdr                      1.0.19      h1c7c35f_0  conda-forge         
## fast-cdr                      1.0.20      h1c7c35f_0  conda-forge         
## fast-cdr                      1.0.21      he49afe7_0  conda-forge         
## fast-cdr                      1.0.22      he49afe7_0  conda-forge         
## fast-cdr                      1.0.23      he49afe7_0  conda-forge         
## fast-cdr                      1.0.24      h96cf925_0  conda-forge         
## fast-dds                       2.1.0      he2da697_0  conda-forge         
## fast-dds                       2.2.0      hffb511f_0  conda-forge         
## fast-dds                       2.3.0      h05990ec_0  conda-forge         
## fast-dds                       2.3.1      h05990ec_0  conda-forge         
## fast-dds                       2.3.2      h05990ec_0  conda-forge         
## fast-dds                       2.3.3      h05990ec_0  conda-forge         
## fast-dds                       2.3.3      h3ffbeee_1  conda-forge         
## fast-dds                       2.4.0      h3b4770c_1  conda-forge         
## fast-dds                       2.4.0      h3ffbeee_0  conda-forge         
## fast-dds                       2.4.0      h3ffbeee_1  conda-forge         
## fast-histogram                 0.2.1     np111py27_0  conda-forge         
## fast-histogram                 0.2.1     np111py35_0  conda-forge         
## fast-histogram                 0.2.1     np111py36_0  conda-forge         
## fast-histogram                 0.2.1     np112py27_0  conda-forge         
## fast-histogram                 0.2.1     np112py35_0  conda-forge         
## fast-histogram                 0.2.1     np112py36_0  conda-forge         
## fast-histogram                 0.2.1     np113py27_0  conda-forge         
## fast-histogram                 0.2.1     np113py35_0  conda-forge         
## fast-histogram                 0.2.1     np113py36_0  conda-forge         
## fast-histogram                   0.3          py27_0  conda-forge         
## fast-histogram                   0.3  py27h917ab60_0  pkgs/main           
## fast-histogram                   0.3          py35_0  conda-forge         
## fast-histogram                   0.3  py35h917ab60_0  pkgs/main           
## fast-histogram                   0.3          py36_0  conda-forge         
## fast-histogram                   0.3  py36h917ab60_0  pkgs/main           
## fast-histogram                   0.4          py27_0  conda-forge         
## fast-histogram                   0.4  py27h1d22016_0  pkgs/main           
## fast-histogram                   0.4  py27h917ab60_0  pkgs/main           
## fast-histogram                   0.4          py35_0  conda-forge         
## fast-histogram                   0.4  py35h917ab60_0  pkgs/main           
## fast-histogram                   0.4          py36_0  conda-forge         
## fast-histogram                   0.4  py36h1d22016_0  pkgs/main           
## fast-histogram                   0.4  py36h917ab60_0  pkgs/main           
## fast-histogram                   0.4  py37h1d22016_0  pkgs/main           
## fast-histogram                   0.5  py27h1d22016_1  pkgs/main           
## fast-histogram                   0.5  py27h24bf2e0_0  conda-forge         
## fast-histogram                   0.5  py27h7eb728f_1  conda-forge         
## fast-histogram                   0.5 py27h917ab60_1001  conda-forge         
## fast-histogram                   0.5  py35h1d22016_1  pkgs/main           
## fast-histogram                   0.5  py35h24bf2e0_0  conda-forge         
## fast-histogram                   0.5  py35h7eb728f_1  conda-forge         
## fast-histogram                   0.5  py36h1d22016_1  pkgs/main           
## fast-histogram                   0.5  py36h24bf2e0_0  conda-forge         
## fast-histogram                   0.5  py36h7eb728f_1  conda-forge         
## fast-histogram                   0.5 py36h917ab60_1001  conda-forge         
## fast-histogram                   0.5  py37h1d22016_1  pkgs/main           
## fast-histogram                   0.5  py37h7eb728f_1  conda-forge         
## fast-histogram                   0.5 py37h917ab60_1001  conda-forge         
## fast-histogram                   0.6  py27h7eb728f_0  conda-forge         
## fast-histogram                   0.6 py27h917ab60_1000  conda-forge         
## fast-histogram                   0.6  py36h7eb728f_0  conda-forge         
## fast-histogram                   0.6 py36h917ab60_1000  conda-forge         
## fast-histogram                   0.6  py37h7eb728f_0  conda-forge         
## fast-histogram                   0.6 py37h917ab60_1000  conda-forge         
## fast-histogram                   0.7 py27h1d22016_1000  pkgs/main           
## fast-histogram                   0.7 py27h3b54f70_1000  conda-forge         
## fast-histogram                   0.7  py27h7eb728f_0  conda-forge         
## fast-histogram                   0.7 py27h917ab60_1000  conda-forge         
## fast-histogram                   0.7 py36h1d22016_1000  pkgs/main           
## fast-histogram                   0.7 py36h3b54f70_1000  conda-forge         
## fast-histogram                   0.7  py36h7eb728f_0  conda-forge         
## fast-histogram                   0.7 py36h917ab60_1000  conda-forge         
## fast-histogram                   0.7 py37h1d22016_1000  pkgs/main           
## fast-histogram                   0.7 py37h3b54f70_1000  conda-forge         
## fast-histogram                   0.7  py37h7eb728f_0  conda-forge         
## fast-histogram                   0.7 py37h917ab60_1000  conda-forge         
## fast-histogram                   0.7 py38h3b54f70_1000  conda-forge         
## fast-histogram                   0.8 py36h776bbcc_1000  pkgs/main           
## fast-histogram                   0.8 py37h776bbcc_1000  pkgs/main           
## fast-histogram                   0.8 py38h776bbcc_1000  pkgs/main           
## fast-histogram                   0.9 py310h4e76f89_0  pkgs/main           
## fast-histogram                   0.9  py36h05cdcba_1  conda-forge         
## fast-histogram                   0.9  py36h05cdcba_2  conda-forge         
## fast-histogram                   0.9  py36h8062767_0  conda-forge         
## fast-histogram                   0.9  py36h8062767_1  conda-forge         
## fast-histogram                   0.9  py36h8062767_2  conda-forge         
## fast-histogram                   0.9  py36he3068b8_0  pkgs/main           
## fast-histogram                   0.9  py36hf1fa96c_0  pkgs/main           
## fast-histogram                   0.9  py37h57c32b8_0  conda-forge         
## fast-histogram                   0.9  py37h57c32b8_1  conda-forge         
## fast-histogram                   0.9  py37h57c32b8_2  conda-forge         
## fast-histogram                   0.9  py37he3068b8_0  pkgs/main           
## fast-histogram                   0.9  py37hf1fa96c_0  pkgs/main           
## fast-histogram                   0.9  py38h174b24a_0  conda-forge         
## fast-histogram                   0.9  py38h174b24a_1  conda-forge         
## fast-histogram                   0.9  py38h174b24a_2  conda-forge         
## fast-histogram                   0.9  py38he3068b8_0  pkgs/main           
## fast-histogram                   0.9  py38hf1fa96c_0  pkgs/main           
## fast-histogram                   0.9  py39h49efd1d_2  conda-forge         
## fast-histogram                   0.9  py39he3068b8_0  pkgs/main           
## fast-histogram                  0.10 py310h1bbcd0e_1  conda-forge         
## fast-histogram                  0.10 py310h81f86ea_1  conda-forge         
## fast-histogram                  0.10  py36h5f094cf_0  conda-forge         
## fast-histogram                  0.10  py37h032687b_0  conda-forge         
## fast-histogram                  0.10  py37h032687b_1  conda-forge         
## fast-histogram                  0.10  py37h4de8ad1_1  conda-forge         
## fast-histogram                  0.10  py38hbe852b5_0  conda-forge         
## fast-histogram                  0.10  py38hbe852b5_1  conda-forge         
## fast-histogram                  0.10  py38hc1426ef_1  conda-forge         
## fast-histogram                  0.10  py39h15b18c7_1  conda-forge         
## fast-histogram                  0.10  py39hc89836e_0  conda-forge         
## fast-histogram                  0.10  py39hc89836e_1  conda-forge         
## fast-pt                        3.1.0    pyh9f0ad1d_0  conda-forge         
## fast3tree                      0.4.0 py310h81f86ea_2  conda-forge         
## fast3tree                      0.4.0  py36hab44bd3_0  conda-forge         
## fast3tree                      0.4.0  py36hab44bd3_1  conda-forge         
## fast3tree                      0.4.0  py37h032687b_2  conda-forge         
## fast3tree                      0.4.0  py37h238668a_0  conda-forge         
## fast3tree                      0.4.0  py37h238668a_1  conda-forge         
## fast3tree                      0.4.0  py38h0793694_0  conda-forge         
## fast3tree                      0.4.0  py38h0793694_1  conda-forge         
## fast3tree                      0.4.0  py38hbe852b5_2  conda-forge         
## fast3tree                      0.4.0  py39hc89836e_1  conda-forge         
## fast3tree                      0.4.0  py39hc89836e_2  conda-forge         
## fast5                          0.5.6               0  bioconda            
## fast5                          0.5.8               0  bioconda            
## fast5                          0.5.9               0  bioconda            
## fast5                        0.5.10a               0  bioconda            
## fast5                          0.6.1               0  bioconda            
## fast5                       0.6.2.p1               0  bioconda            
## fast5                       0.6.2.p1               1  bioconda            
## fast5                       0.6.2.p1               2  bioconda            
## fast5                       0.6.2.p1               3  bioconda            
## fast5                          0.6.2               0  bioconda            
## fast5                       0.6.3.p1               0  bioconda            
## fast5                          0.6.4               0  bioconda            
## fast5                          0.6.5               0  bioconda            
## fast5                          0.6.5               1  bioconda            
## fast5                          0.6.5               2  bioconda            
## fast5                          0.6.5      hdfd78af_3  bioconda            
## fast5-research                 1.0.9     np112py27_0  bioconda            
## fast5-research                 1.0.9     np112py35_0  bioconda            
## fast5-research                 1.0.9     np112py36_0  bioconda            
## fast5-research                 1.0.9    pyhc700fe4_1  bioconda            
## fast5-research                 1.2.8    pyhbdddce8_0  bioconda            
## fast5-research                1.2.10    pyhbdddce8_0  bioconda            
## fast5-research                1.2.11    pyhbdddce8_0  bioconda            
## fast5-research                1.2.15    pyh61c2671_0  bioconda            
## fast5-research                1.2.17    pyh61c2671_0  bioconda            
## fast5-research                1.2.18    pyh61c2671_0  bioconda            
## fast5-research                1.2.19            py_0  bioconda            
## fast5-research                1.2.20            py_0  bioconda            
## fast5-research                1.2.20    pyh864c0ab_1  bioconda            
## fast5-research                1.2.22    pyh864c0ab_0  bioconda            
## fast5seek                      0.1.0          py35_0  bioconda            
## fast5seek                      0.1.0          py35_1  bioconda            
## fast5seek                      0.1.0          py36_0  bioconda            
## fast5seek                      0.1.0          py36_1  bioconda            
## fast5seek                      0.1.1          py35_0  bioconda            
## fast5seek                      0.1.1          py36_0  bioconda            
## fast5seek                      0.1.1            py_1  bioconda            
## fast_dp                        1.6.1            py_0  conda-forge         
## fast_dp                        1.6.2    pyh8c360ce_0  conda-forge         
## fast_dp                        1.6.2    pyhd8ed1ab_1  conda-forge         
## fasta-splitter                 0.2.4               1  bioconda            
## fasta-splitter                 0.2.4      pl5.22.0_0  bioconda            
## fasta-splitter                 0.2.6               0  bioconda            
## fasta-splitter                 0.2.6      hdfd78af_1  bioconda            
## fasta3                        36.3.8      h0b31af3_5  bioconda            
## fasta3                        36.3.8      h470a237_4  bioconda            
## fasta3                        36.3.8      ha5712d3_7  bioconda            
## fasta3                        36.3.8      hb4d813b_6  bioconda            
## fasta_ushuffle                   0.2               0  bioconda            
## fasta_ushuffle                   0.2      h01d97ff_2  bioconda            
## fasta_ushuffle                   0.2      h470a237_1  bioconda            
## fasta_ushuffle                   0.2      ha5712d3_4  bioconda            
## fasta_ushuffle                   0.2      hb4d813b_3  bioconda            
## fasta_windows                  0.2.2      ha5712d3_1  bioconda            
## fasta_windows                  0.2.2      hb4d813b_0  bioconda            
## fasta_windows                  0.2.3      ha5712d3_0  bioconda            
## fasta_windows                  0.2.3      ha5712d3_1  bioconda            
## fasta_windows                  0.2.4      ha5712d3_0  bioconda            
## fasta_windows                  0.2.4      ha5712d3_1  bioconda            
## fastafunk                      0.0.4    pyh3252c3a_0  bioconda            
## fastafunk                      0.0.9    pyh3252c3a_0  bioconda            
## fastafunk                      0.1.0    pyh5e36f6f_0  bioconda            
## fastafunk                      0.1.1    pyh5e36f6f_0  bioconda            
## fastafunk                      0.1.2    pyh5e36f6f_0  bioconda            
## fastaindex                     0.11c          py27_0  bioconda            
## fastaindex                     0.11c          py27_1  bioconda            
## fastaindex                     0.11c          py27_2  bioconda            
## fastaindex                     0.11c            py_3  bioconda            
## fastalite                        0.3            py_0  bioconda            
## fastani                          1.1      h4ef8376_0  bioconda            
## fastani                          1.1      hbb32179_1  bioconda            
## fastani                          1.2      h41c106a_0  bioconda            
## fastani                          1.3      h41c106a_0  bioconda            
## fastani                         1.31      he69ab0f_0  bioconda            
## fastani                         1.32      he69ab0f_0  bioconda            
## fastani                         1.33      h0a26cfa_0  bioconda            
## fastani                         1.33      h0a26cfa_1  bioconda            
## fastapi                       0.35.0            py_0  conda-forge         
## fastapi                       0.36.0            py_0  conda-forge         
## fastapi                       0.37.0            py_0  conda-forge         
## fastapi                       0.38.1            py_0  conda-forge         
## fastapi                       0.42.0            py_0  conda-forge         
## fastapi                       0.43.0            py_0  conda-forge         
## fastapi                       0.44.1            py_0  conda-forge         
## fastapi                       0.45.0            py_0  conda-forge         
## fastapi                       0.46.0            py_0  conda-forge         
## fastapi                       0.52.0            py_0  conda-forge         
## fastapi                       0.54.1            py_0  conda-forge         
## fastapi                       0.54.2            py_0  conda-forge         
## fastapi                       0.55.0            py_0  conda-forge         
## fastapi                       0.56.0            py_0  conda-forge         
## fastapi                       0.56.1            py_0  conda-forge         
## fastapi                       0.57.0            py_0  conda-forge         
## fastapi                       0.58.0            py_0  conda-forge         
## fastapi                       0.58.1            py_0  conda-forge         
## fastapi                       0.59.0            py_0  conda-forge         
## fastapi                       0.60.0            py_0  conda-forge         
## fastapi                       0.60.2            py_0  conda-forge         
## fastapi                       0.61.0            py_0  conda-forge         
## fastapi                       0.61.1            py_0  conda-forge         
## fastapi                       0.61.2    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.61.2    pyhd8ed1ab_1  conda-forge         
## fastapi                       0.62.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.63.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.64.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.65.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.65.1    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.65.2    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.65.3    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.66.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.66.1    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.67.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.68.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.68.1    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.68.2    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.69.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.70.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.70.1    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.71.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.72.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.73.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.74.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.75.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.75.1    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.75.2    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.76.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.77.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.77.1    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.78.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.79.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.79.1    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.80.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.81.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.82.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.83.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.84.0    pyhd8ed1ab_0  conda-forge         
## fastapi                       0.85.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                    0.5.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                    0.6.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                    0.7.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                    0.9.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.10.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.11.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.11.1    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.12.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.13.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.13.1    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.14.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.14.1    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.15.0    pyhd8ed1ab_0  conda-forge         
## fastapi-mvc                   0.16.0    pyhd8ed1ab_0  conda-forge         
## fastapi-offline                1.3.2    pyhd8ed1ab_0  conda-forge         
## fastapi-offline                1.3.2    pyhd8ed1ab_1  conda-forge         
## fastapi-offline                1.4.0    pyhd8ed1ab_0  conda-forge         
## fastapi-offline                1.5.0    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  8.1.0    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  8.1.1    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  8.1.2    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  8.1.3    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  8.1.4    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.0.1    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.1.0    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.1.1    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.2.0    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.2.1    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.2.3    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.2.4    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.2.6    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.3.0    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.3.0    pyhd8ed1ab_1  conda-forge         
## fastapi-users                  9.3.1    pyhd8ed1ab_0  conda-forge         
## fastapi-users                  9.3.2    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.0.0    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.0.2    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.0.3    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.0.4    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.0.5    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.0.6    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.0.7    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.1.1    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.1.2    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.1.3    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.1.4    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.1.5    pyhd8ed1ab_0  conda-forge         
## fastapi-users                 10.1.5    pyhd8ed1ab_1  conda-forge         
## fastapi-users-db-sqlalchemy           1.1.0    pyhd8ed1ab_0  conda-forge         
## fastapi-users-db-sqlalchemy           3.0.0    pyhd8ed1ab_0  conda-forge         
## fastapi-users-db-sqlalchemy           3.0.1    pyhd8ed1ab_0  conda-forge         
## fastapi-users-db-sqlalchemy           4.0.1    pyhd8ed1ab_0  conda-forge         
## fastapi-users-db-sqlalchemy           4.0.2    pyhd8ed1ab_0  conda-forge         
## fastapi-users-db-sqlalchemy           4.0.3    pyhd8ed1ab_0  conda-forge         
## fastapi_utils                  0.2.1    pyhd8ed1ab_0  conda-forge         
## fastaptamer                   1.0.14               0  bioconda            
## fastaptamer                   1.0.14      hdfd78af_1  bioconda            
## fastavro                      0.10.2          py27_0  conda-forge         
## fastavro                      0.10.2          py34_0  conda-forge         
## fastavro                      0.10.2          py35_0  conda-forge         
## fastavro                      0.12.1          py27_0  conda-forge         
## fastavro                      0.12.1          py35_0  conda-forge         
## fastavro                      0.12.1          py36_0  conda-forge         
## fastavro                      0.12.2          py27_0  conda-forge         
## fastavro                      0.12.2          py35_0  conda-forge         
## fastavro                      0.12.2          py36_0  conda-forge         
## fastavro                      0.13.0          py27_0  conda-forge         
## fastavro                      0.13.0          py35_0  conda-forge         
## fastavro                      0.13.0          py36_0  conda-forge         
## fastavro                      0.14.0          py27_0  conda-forge         
## fastavro                      0.14.0          py35_0  conda-forge         
## fastavro                      0.14.0          py36_0  conda-forge         
## fastavro                      0.14.1          py27_0  conda-forge         
## fastavro                      0.14.1          py35_0  conda-forge         
## fastavro                      0.14.1          py36_0  conda-forge         
## fastavro                      0.14.2          py27_0  conda-forge         
## fastavro                      0.14.2          py35_0  conda-forge         
## fastavro                      0.14.2          py36_0  conda-forge         
## fastavro                      0.14.3          py27_0  conda-forge         
## fastavro                      0.14.3          py27_1  conda-forge         
## fastavro                      0.14.3          py35_0  conda-forge         
## fastavro                      0.14.3          py35_1  conda-forge         
## fastavro                      0.14.3          py36_0  conda-forge         
## fastavro                      0.14.3          py36_1  conda-forge         
## fastavro                      0.14.5          py27_1  conda-forge         
## fastavro                      0.14.5          py35_1  conda-forge         
## fastavro                      0.14.5          py36_1  conda-forge         
## fastavro                      0.14.6          py27_1  conda-forge         
## fastavro                      0.14.6          py35_1  conda-forge         
## fastavro                      0.14.6          py36_1  conda-forge         
## fastavro                      0.14.7          py27_1  conda-forge         
## fastavro                      0.14.7          py35_1  conda-forge         
## fastavro                      0.14.7          py36_1  conda-forge         
## fastavro                      0.14.8          py27_1  conda-forge         
## fastavro                      0.14.8          py35_1  conda-forge         
## fastavro                      0.14.8          py36_1  conda-forge         
## fastavro                      0.14.9          py27_1  conda-forge         
## fastavro                      0.14.9          py35_1  conda-forge         
## fastavro                      0.14.9          py36_1  conda-forge         
## fastavro                     0.14.10          py27_1  conda-forge         
## fastavro                     0.14.10          py35_1  conda-forge         
## fastavro                     0.14.10          py36_1  conda-forge         
## fastavro                     0.14.11          py27_1  conda-forge         
## fastavro                     0.14.11          py35_1  conda-forge         
## fastavro                     0.14.11          py36_1  conda-forge         
## fastavro                      0.16.3          py27_1  conda-forge         
## fastavro                      0.16.3          py35_1  conda-forge         
## fastavro                      0.16.3          py36_1  conda-forge         
## fastavro                      0.16.4          py27_1  conda-forge         
## fastavro                      0.16.4          py35_1  conda-forge         
## fastavro                      0.16.4          py36_1  conda-forge         
## fastavro                      0.16.6          py27_1  conda-forge         
## fastavro                      0.16.6          py35_1  conda-forge         
## fastavro                      0.16.6          py36_1  conda-forge         
## fastavro                      0.16.7          py27_1  conda-forge         
## fastavro                      0.16.7          py35_1  conda-forge         
## fastavro                      0.16.7          py36_1  conda-forge         
## fastavro                      0.17.0          py27_1  conda-forge         
## fastavro                      0.17.0          py35_1  conda-forge         
## fastavro                      0.17.0          py36_1  conda-forge         
## fastavro                      0.17.1          py27_1  conda-forge         
## fastavro                      0.17.1          py35_1  conda-forge         
## fastavro                      0.17.1          py36_1  conda-forge         
## fastavro                      0.17.5          py27_1  conda-forge         
## fastavro                      0.17.5  py27h1de35cc_1  pkgs/main           
## fastavro                      0.17.5          py35_1  conda-forge         
## fastavro                      0.17.5  py35h1de35cc_1  pkgs/main           
## fastavro                      0.17.5          py36_1  conda-forge         
## fastavro                      0.17.5  py36h1de35cc_1  pkgs/main           
## fastavro                      0.17.7          py27_1  conda-forge         
## fastavro                      0.17.7          py35_1  conda-forge         
## fastavro                      0.17.7          py36_1  conda-forge         
## fastavro                      0.17.8          py27_1  conda-forge         
## fastavro                      0.17.8          py35_1  conda-forge         
## fastavro                      0.17.8          py36_1  conda-forge         
## fastavro                      0.17.9          py27_1  conda-forge         
## fastavro                      0.17.9          py35_1  conda-forge         
## fastavro                      0.17.9          py36_1  conda-forge         
## fastavro                     0.17.10          py27_1  conda-forge         
## fastavro                     0.17.10  py27h1de35cc_1  pkgs/main           
## fastavro                     0.17.10          py35_1  conda-forge         
## fastavro                     0.17.10  py35h1de35cc_1  pkgs/main           
## fastavro                     0.17.10          py36_1  conda-forge         
## fastavro                     0.17.10  py36h1de35cc_1  pkgs/main           
## fastavro                      0.18.0          py27_1  conda-forge         
## fastavro                      0.18.0          py35_1  conda-forge         
## fastavro                      0.18.0          py36_1  conda-forge         
## fastavro                      0.18.1          py27_1  conda-forge         
## fastavro                      0.18.1          py35_1  conda-forge         
## fastavro                      0.18.1          py36_1  conda-forge         
## fastavro                      0.18.2          py27_1  conda-forge         
## fastavro                      0.18.2          py35_1  conda-forge         
## fastavro                      0.18.2          py36_1  conda-forge         
## fastavro                      0.19.0          py27_1  conda-forge         
## fastavro                      0.19.0          py35_1  conda-forge         
## fastavro                      0.19.0          py36_1  conda-forge         
## fastavro                      0.19.1          py27_1  conda-forge         
## fastavro                      0.19.1          py35_1  conda-forge         
## fastavro                      0.19.1          py36_1  conda-forge         
## fastavro                      0.19.2          py27_1  conda-forge         
## fastavro                      0.19.2          py35_1  conda-forge         
## fastavro                      0.19.2          py36_1  conda-forge         
## fastavro                      0.19.3          py27_0  conda-forge         
## fastavro                      0.19.3  py27h1de35cc_0  pkgs/main           
## fastavro                      0.19.3          py35_0  conda-forge         
## fastavro                      0.19.3  py35h1de35cc_0  pkgs/main           
## fastavro                      0.19.3          py36_0  conda-forge         
## fastavro                      0.19.3  py36h1de35cc_0  pkgs/main           
## fastavro                      0.19.4          py27_0  conda-forge         
## fastavro                      0.19.4          py35_0  conda-forge         
## fastavro                      0.19.4          py36_0  conda-forge         
## fastavro                      0.19.5          py27_0  conda-forge         
## fastavro                      0.19.5  py27h1de35cc_0  pkgs/main           
## fastavro                      0.19.5          py35_0  conda-forge         
## fastavro                      0.19.5  py35h1de35cc_0  pkgs/main           
## fastavro                      0.19.5          py36_0  conda-forge         
## fastavro                      0.19.5  py36h1de35cc_0  pkgs/main           
## fastavro                      0.19.6          py27_0  conda-forge         
## fastavro                      0.19.6  py27h1de35cc_0  pkgs/main           
## fastavro                      0.19.6          py35_0  conda-forge         
## fastavro                      0.19.6  py35h1de35cc_0  pkgs/main           
## fastavro                      0.19.6          py36_0  conda-forge         
## fastavro                      0.19.6  py36h1de35cc_0  pkgs/main           
## fastavro                      0.19.7          py27_0  conda-forge         
## fastavro                      0.19.7  py27h1de35cc_0  pkgs/main           
## fastavro                      0.19.7  py27h470a237_0  conda-forge         
## fastavro                      0.19.7          py35_0  conda-forge         
## fastavro                      0.19.7  py35h1de35cc_0  pkgs/main           
## fastavro                      0.19.7  py35h470a237_0  conda-forge         
## fastavro                      0.19.7          py36_0  conda-forge         
## fastavro                      0.19.7  py36h1de35cc_0  pkgs/main           
## fastavro                      0.19.7  py36h470a237_0  conda-forge         
## fastavro                      0.19.7  py37h1de35cc_0  pkgs/main           
## fastavro                      0.19.8  py27h470a237_0  conda-forge         
## fastavro                      0.19.8  py35h470a237_0  conda-forge         
## fastavro                      0.19.8  py36h470a237_0  conda-forge         
## fastavro                      0.19.9  py27h470a237_0  conda-forge         
## fastavro                      0.19.9  py35h470a237_0  conda-forge         
## fastavro                      0.19.9  py36h470a237_0  conda-forge         
## fastavro                      0.20.0  py27h470a237_0  conda-forge         
## fastavro                      0.20.0  py35h470a237_0  conda-forge         
## fastavro                      0.20.0  py36h470a237_0  conda-forge         
## fastavro                      0.21.0  py27h470a237_0  conda-forge         
## fastavro                      0.21.0  py35h470a237_0  conda-forge         
## fastavro                      0.21.0  py36h470a237_0  conda-forge         
## fastavro                      0.21.1  py27h470a237_0  conda-forge         
## fastavro                      0.21.1  py35h470a237_0  conda-forge         
## fastavro                      0.21.1  py36h470a237_0  conda-forge         
## fastavro                      0.21.2  py27h470a237_0  conda-forge         
## fastavro                      0.21.2  py35h470a237_0  conda-forge         
## fastavro                      0.21.2  py36h470a237_0  conda-forge         
## fastavro                      0.21.3  py27h470a237_0  conda-forge         
## fastavro                      0.21.3  py35h470a237_0  conda-forge         
## fastavro                      0.21.3  py36h470a237_0  conda-forge         
## fastavro                      0.21.4  py27h1de35cc_0  pkgs/main           
## fastavro                      0.21.4  py27h470a237_0  conda-forge         
## fastavro                      0.21.4  py35h1de35cc_0  pkgs/main           
## fastavro                      0.21.4  py35h470a237_0  conda-forge         
## fastavro                      0.21.4  py36h1de35cc_0  pkgs/main           
## fastavro                      0.21.4  py36h470a237_0  conda-forge         
## fastavro                      0.21.4  py37h1de35cc_0  pkgs/main           
## fastavro                      0.21.5  py27h470a237_0  conda-forge         
## fastavro                      0.21.5  py35h470a237_0  conda-forge         
## fastavro                      0.21.5  py36h470a237_0  conda-forge         
## fastavro                      0.21.6  py27h470a237_0  conda-forge         
## fastavro                      0.21.6  py35h470a237_0  conda-forge         
## fastavro                      0.21.6  py36h470a237_0  conda-forge         
## fastavro                      0.21.8  py27h1de35cc_0  pkgs/main           
## fastavro                      0.21.8 py27h1de35cc_1000  conda-forge         
## fastavro                      0.21.8  py27h470a237_0  conda-forge         
## fastavro                      0.21.8  py35h470a237_0  conda-forge         
## fastavro                      0.21.8  py36h1de35cc_0  pkgs/main           
## fastavro                      0.21.8 py36h1de35cc_1000  conda-forge         
## fastavro                      0.21.8  py36h470a237_0  conda-forge         
## fastavro                      0.21.8  py37h1de35cc_0  pkgs/main           
## fastavro                      0.21.8 py37h1de35cc_1000  conda-forge         
## fastavro                      0.21.8  py37h470a237_0  conda-forge         
## fastavro                      0.21.9  py27h1de35cc_0  pkgs/main           
## fastavro                      0.21.9  py36h1de35cc_0  pkgs/main           
## fastavro                      0.21.9  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.10 py27h1de35cc_1000  conda-forge         
## fastavro                     0.21.10  py27h470a237_0  conda-forge         
## fastavro                     0.21.10 py36h1de35cc_1000  conda-forge         
## fastavro                     0.21.10  py36h470a237_0  conda-forge         
## fastavro                     0.21.10 py37h1de35cc_1000  conda-forge         
## fastavro                     0.21.10  py37h470a237_0  conda-forge         
## fastavro                     0.21.11  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.11 py27h1de35cc_1000  conda-forge         
## fastavro                     0.21.11  py27h470a237_0  conda-forge         
## fastavro                     0.21.11  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.11 py36h1de35cc_1000  conda-forge         
## fastavro                     0.21.11  py36h470a237_0  conda-forge         
## fastavro                     0.21.11  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.11 py37h1de35cc_1000  conda-forge         
## fastavro                     0.21.11  py37h470a237_0  conda-forge         
## fastavro                     0.21.12  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.12 py27h1de35cc_1000  conda-forge         
## fastavro                     0.21.12  py27h470a237_0  conda-forge         
## fastavro                     0.21.12  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.12 py36h1de35cc_1000  conda-forge         
## fastavro                     0.21.12  py36h470a237_0  conda-forge         
## fastavro                     0.21.12  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.12 py37h1de35cc_1000  conda-forge         
## fastavro                     0.21.12  py37h470a237_0  conda-forge         
## fastavro                     0.21.13  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.13 py27h1de35cc_1000  conda-forge         
## fastavro                     0.21.13  py27h470a237_0  conda-forge         
## fastavro                     0.21.13  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.13 py36h1de35cc_1000  conda-forge         
## fastavro                     0.21.13  py36h470a237_0  conda-forge         
## fastavro                     0.21.13  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.13 py37h1de35cc_1000  conda-forge         
## fastavro                     0.21.13  py37h470a237_0  conda-forge         
## fastavro                     0.21.14  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.14 py27h1de35cc_1000  conda-forge         
## fastavro                     0.21.14  py27h470a237_0  conda-forge         
## fastavro                     0.21.14  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.14 py36h1de35cc_1000  conda-forge         
## fastavro                     0.21.14  py36h470a237_0  conda-forge         
## fastavro                     0.21.14  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.14 py37h1de35cc_1000  conda-forge         
## fastavro                     0.21.14  py37h470a237_0  conda-forge         
## fastavro                     0.21.15  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.15  py27h470a237_0  conda-forge         
## fastavro                     0.21.15  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.15 py36h1de35cc_1000  conda-forge         
## fastavro                     0.21.15  py36h470a237_0  conda-forge         
## fastavro                     0.21.15  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.15 py37h1de35cc_1000  conda-forge         
## fastavro                     0.21.15  py37h470a237_0  conda-forge         
## fastavro                     0.21.16  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.16 py27h1de35cc_1000  conda-forge         
## fastavro                     0.21.16  py27h470a237_0  conda-forge         
## fastavro                     0.21.16  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.16 py36h1de35cc_1000  conda-forge         
## fastavro                     0.21.16  py36h470a237_0  conda-forge         
## fastavro                     0.21.16  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.16 py37h1de35cc_1000  conda-forge         
## fastavro                     0.21.16  py37h470a237_0  conda-forge         
## fastavro                     0.21.17  py36h1de35cc_0  conda-forge         
## fastavro                     0.21.17  py37h1de35cc_0  conda-forge         
## fastavro                     0.21.18  py27h1de35cc_0  conda-forge         
## fastavro                     0.21.18  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.18  py36h1de35cc_0  conda-forge         
## fastavro                     0.21.18  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.18  py37h1de35cc_0  conda-forge         
## fastavro                     0.21.18  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.19  py27h1de35cc_0  conda-forge         
## fastavro                     0.21.19  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.19  py36h1de35cc_0  conda-forge         
## fastavro                     0.21.19  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.19  py37h1de35cc_0  conda-forge         
## fastavro                     0.21.19  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.20  py27h01d97ff_0  conda-forge         
## fastavro                     0.21.20  py36h01d97ff_0  conda-forge         
## fastavro                     0.21.20  py37h01d97ff_0  conda-forge         
## fastavro                     0.21.21  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.21  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.21  py37h1de35cc_0  pkgs/main           
## fastavro                     0.21.22  py27h01d97ff_0  conda-forge         
## fastavro                     0.21.22  py27h01d97ff_1  conda-forge         
## fastavro                     0.21.22  py36h01d97ff_0  conda-forge         
## fastavro                     0.21.22  py36h01d97ff_1  conda-forge         
## fastavro                     0.21.22  py37h01d97ff_0  conda-forge         
## fastavro                     0.21.22  py37h01d97ff_1  conda-forge         
## fastavro                     0.21.23  py27h01d97ff_0  conda-forge         
## fastavro                     0.21.23  py27h1de35cc_0  pkgs/main           
## fastavro                     0.21.23  py36h01d97ff_0  conda-forge         
## fastavro                     0.21.23  py36h1de35cc_0  pkgs/main           
## fastavro                     0.21.23  py37h01d97ff_0  conda-forge         
## fastavro                     0.21.23  py37h1de35cc_0  pkgs/main           
## fastavro                      0.22.1  py27h01d97ff_0  conda-forge         
## fastavro                      0.22.1  py36h01d97ff_0  conda-forge         
## fastavro                      0.22.1  py37h01d97ff_0  conda-forge         
## fastavro                      0.22.2  py27h01d97ff_0  conda-forge         
## fastavro                      0.22.2  py36h01d97ff_0  conda-forge         
## fastavro                      0.22.2  py37h01d97ff_0  conda-forge         
## fastavro                      0.22.3  py27h01d97ff_0  conda-forge         
## fastavro                      0.22.3  py36h01d97ff_0  conda-forge         
## fastavro                      0.22.3  py37h01d97ff_0  conda-forge         
## fastavro                      0.22.4  py27h01d97ff_0  conda-forge         
## fastavro                      0.22.4  py36h01d97ff_0  conda-forge         
## fastavro                      0.22.4  py37h01d97ff_0  conda-forge         
## fastavro                      0.22.5  py27h01d97ff_0  conda-forge         
## fastavro                      0.22.5  py27h1de35cc_0  pkgs/main           
## fastavro                      0.22.5  py36h01d97ff_0  conda-forge         
## fastavro                      0.22.5  py36h1de35cc_0  pkgs/main           
## fastavro                      0.22.5  py37h01d97ff_0  conda-forge         
## fastavro                      0.22.5  py37h1de35cc_0  pkgs/main           
## fastavro                      0.22.5  py38h1de35cc_0  pkgs/main           
## fastavro                      0.22.6  py27h01d97ff_0  conda-forge         
## fastavro                      0.22.6  py27h0b31af3_0  conda-forge         
## fastavro                      0.22.6  py36h01d97ff_0  conda-forge         
## fastavro                      0.22.6  py36h0b31af3_0  conda-forge         
## fastavro                      0.22.6  py37h01d97ff_0  conda-forge         
## fastavro                      0.22.6  py37h0b31af3_0  conda-forge         
## fastavro                      0.22.6  py38h0b31af3_0  conda-forge         
## fastavro                      0.22.7  py27h0b31af3_0  conda-forge         
## fastavro                      0.22.7  py27h1de35cc_0  pkgs/main           
## fastavro                      0.22.7  py36h0b31af3_0  conda-forge         
## fastavro                      0.22.7  py36h1de35cc_0  pkgs/main           
## fastavro                      0.22.7  py37h0b31af3_0  conda-forge         
## fastavro                      0.22.7  py37h1de35cc_0  pkgs/main           
## fastavro                      0.22.7  py38h0b31af3_0  conda-forge         
## fastavro                      0.22.8  py27h0b31af3_0  conda-forge         
## fastavro                      0.22.8  py36h0b31af3_0  conda-forge         
## fastavro                      0.22.8  py37h0b31af3_0  conda-forge         
## fastavro                      0.22.8  py38h0b31af3_0  conda-forge         
## fastavro                      0.22.9  py27h0b31af3_0  conda-forge         
## fastavro                      0.22.9  py36h0b31af3_0  conda-forge         
## fastavro                      0.22.9  py37h0b31af3_0  conda-forge         
## fastavro                      0.22.9  py38h0b31af3_0  conda-forge         
## fastavro                     0.22.10  py27h0b31af3_0  conda-forge         
## fastavro                     0.22.10  py36h0b31af3_0  conda-forge         
## fastavro                     0.22.10  py37h0b31af3_0  conda-forge         
## fastavro                     0.22.10  py38h0b31af3_0  conda-forge         
## fastavro                     0.22.11  py27h0b31af3_0  conda-forge         
## fastavro                     0.22.11  py36h0b31af3_0  conda-forge         
## fastavro                     0.22.11  py37h0b31af3_0  conda-forge         
## fastavro                     0.22.11  py38h0b31af3_0  conda-forge         
## fastavro                     0.22.12  py27h0b31af3_0  conda-forge         
## fastavro                     0.22.12  py36h0b31af3_0  conda-forge         
## fastavro                     0.22.12  py37h0b31af3_0  conda-forge         
## fastavro                     0.22.12  py38h0b31af3_0  conda-forge         
## fastavro                     0.22.13  py27h0b31af3_0  conda-forge         
## fastavro                     0.22.13  py27h89ed719_1  conda-forge         
## fastavro                     0.22.13  py36h0b31af3_0  conda-forge         
## fastavro                     0.22.13  py36h1de35cc_1  pkgs/main           
## fastavro                     0.22.13  py36h37b9a7d_1  conda-forge         
## fastavro                     0.22.13  py36h67ae4cd_1  conda-forge         
## fastavro                     0.22.13  py37h0b31af3_0  conda-forge         
## fastavro                     0.22.13  py37h1de35cc_1  pkgs/main           
## fastavro                     0.22.13  py37h9bfed18_1  conda-forge         
## fastavro                     0.22.13  py38h0b31af3_0  conda-forge         
## fastavro                     0.22.13  py38h1de35cc_1  pkgs/main           
## fastavro                     0.22.13  py38h64e0658_1  conda-forge         
## fastavro                      0.23.0  py36h37b9a7d_0  conda-forge         
## fastavro                      0.23.0  py36h67ae4cd_0  conda-forge         
## fastavro                      0.23.0  py37h9bfed18_0  conda-forge         
## fastavro                      0.23.0  py38h64e0658_0  conda-forge         
## fastavro                      0.23.1  py36h37b9a7d_0  conda-forge         
## fastavro                      0.23.1  py36h67ae4cd_0  conda-forge         
## fastavro                      0.23.1  py37h9bfed18_0  conda-forge         
## fastavro                      0.23.1  py38h64e0658_0  conda-forge         
## fastavro                      0.23.2  py36h37b9a7d_0  conda-forge         
## fastavro                      0.23.2  py36h67ae4cd_0  conda-forge         
## fastavro                      0.23.2  py37h9bfed18_0  conda-forge         
## fastavro                      0.23.2  py38h64e0658_0  conda-forge         
## fastavro                      0.23.3  py36h1de35cc_0  pkgs/main           
## fastavro                      0.23.3  py36h37b9a7d_0  conda-forge         
## fastavro                      0.23.3  py36h67ae4cd_0  conda-forge         
## fastavro                      0.23.3  py37h9bfed18_0  conda-forge         
## fastavro                      0.23.3  py38h64e0658_0  conda-forge         
## fastavro                      0.23.4  py36h37b9a7d_0  conda-forge         
## fastavro                      0.23.4  py36h67ae4cd_0  conda-forge         
## fastavro                      0.23.4  py36haf1e3a3_0  pkgs/main           
## fastavro                      0.23.4  py37h9bfed18_0  conda-forge         
## fastavro                      0.23.4  py37haf1e3a3_0  pkgs/main           
## fastavro                      0.23.4  py38h64e0658_0  conda-forge         
## fastavro                      0.23.4  py38haf1e3a3_0  pkgs/main           
## fastavro                      0.23.5  py36h37b9a7d_0  conda-forge         
## fastavro                      0.23.5  py36h67ae4cd_0  conda-forge         
## fastavro                      0.23.5  py36haf1e3a3_0  pkgs/main           
## fastavro                      0.23.5  py37h9bfed18_0  conda-forge         
## fastavro                      0.23.5  py37haf1e3a3_0  pkgs/main           
## fastavro                      0.23.5  py38h64e0658_0  conda-forge         
## fastavro                      0.23.5  py38haf1e3a3_0  pkgs/main           
## fastavro                      0.23.6  py36h37b9a7d_0  conda-forge         
## fastavro                      0.23.6  py36h67ae4cd_0  conda-forge         
## fastavro                      0.23.6  py37h9bfed18_0  conda-forge         
## fastavro                      0.23.6  py38h64e0658_0  conda-forge         
## fastavro                      0.24.0  py36h9de38fb_0  conda-forge         
## fastavro                      0.24.0  py36hae792fc_0  conda-forge         
## fastavro                      0.24.0  py37h60d8a13_0  conda-forge         
## fastavro                      0.24.0  py38h4d0b108_0  conda-forge         
## fastavro                      0.24.1  py36h9de38fb_0  conda-forge         
## fastavro                      0.24.1  py36hae792fc_0  conda-forge         
## fastavro                      0.24.1  py37h60d8a13_0  conda-forge         
## fastavro                      0.24.1  py38h4d0b108_0  conda-forge         
## fastavro                      0.24.2  py36h9de38fb_0  conda-forge         
## fastavro                      0.24.2  py36hae792fc_0  conda-forge         
## fastavro                      0.24.2  py37h60d8a13_0  conda-forge         
## fastavro                      0.24.2  py38h4d0b108_0  conda-forge         
## fastavro                       1.0.0  py36h9de38fb_0  conda-forge         
## fastavro                       1.0.0  py36hae792fc_0  conda-forge         
## fastavro                       1.0.0  py37h60d8a13_0  conda-forge         
## fastavro                       1.0.0  py38h4d0b108_0  conda-forge         
## fastavro                 1.0.0.post1  py36h9de38fb_0  conda-forge         
## fastavro                 1.0.0.post1  py36h9de38fb_1  conda-forge         
## fastavro                 1.0.0.post1  py36hae792fc_0  conda-forge         
## fastavro                 1.0.0.post1  py36hae792fc_1  conda-forge         
## fastavro                 1.0.0.post1  py36haf1e3a3_0  pkgs/main           
## fastavro                 1.0.0.post1  py37h60d8a13_0  conda-forge         
## fastavro                 1.0.0.post1  py37h60d8a13_1  conda-forge         
## fastavro                 1.0.0.post1  py37haf1e3a3_0  pkgs/main           
## fastavro                 1.0.0.post1  py38h4d0b108_0  conda-forge         
## fastavro                 1.0.0.post1  py38h4d0b108_1  conda-forge         
## fastavro                 1.0.0.post1  py38haf1e3a3_0  pkgs/main           
## fastavro                 1.0.0.post1  py39hb5aae12_1  conda-forge         
## fastavro                       1.1.0  py36h216387e_0  conda-forge         
## fastavro                       1.1.0  py36h6941dd6_0  conda-forge         
## fastavro                       1.1.0  py36h9ed2024_0  pkgs/main           
## fastavro                       1.1.0  py37h4b544eb_0  conda-forge         
## fastavro                       1.1.0  py37h9ed2024_0  pkgs/main           
## fastavro                       1.1.0  py38h7e3306e_0  conda-forge         
## fastavro                       1.1.0  py38h9ed2024_0  pkgs/main           
## fastavro                       1.1.0  py39h5a22ff9_0  conda-forge         
## fastavro                       1.1.1  py36h7b4949f_0  conda-forge         
## fastavro                       1.1.1  py36h9bb2673_0  conda-forge         
## fastavro                       1.1.1  py37he6e4e01_0  conda-forge         
## fastavro                       1.1.1  py38h1130bcf_0  conda-forge         
## fastavro                       1.1.1  py39h4059872_0  conda-forge         
## fastavro                       1.2.0  py36h7b4949f_0  conda-forge         
## fastavro                       1.2.0  py36h9bb2673_0  conda-forge         
## fastavro                       1.2.0  py36h9ed2024_0  pkgs/main           
## fastavro                       1.2.0  py37h9ed2024_0  pkgs/main           
## fastavro                       1.2.0  py37he6e4e01_0  conda-forge         
## fastavro                       1.2.0  py38h1130bcf_0  conda-forge         
## fastavro                       1.2.0  py38h9ed2024_0  pkgs/main           
## fastavro                       1.2.0  py39h4059872_0  conda-forge         
## fastavro                       1.2.1  py36h7b4949f_0  conda-forge         
## fastavro                       1.2.1  py36h9bb2673_0  conda-forge         
## fastavro                       1.2.1  py36h9ed2024_0  pkgs/main           
## fastavro                       1.2.1  py37h9ed2024_0  pkgs/main           
## fastavro                       1.2.1  py37he6e4e01_0  conda-forge         
## fastavro                       1.2.1  py38h1130bcf_0  conda-forge         
## fastavro                       1.2.1  py38h9ed2024_0  pkgs/main           
## fastavro                       1.2.1  py39h4059872_0  conda-forge         
## fastavro                       1.2.2  py36h20b66c6_0  conda-forge         
## fastavro                       1.2.2  py36h903dffd_0  conda-forge         
## fastavro                       1.2.2  py36h9ed2024_0  pkgs/main           
## fastavro                       1.2.2  py37h9ed2024_0  pkgs/main           
## fastavro                       1.2.2  py37hf967b71_0  conda-forge         
## fastavro                       1.2.2  py38h5406a74_0  conda-forge         
## fastavro                       1.2.2  py38h9ed2024_0  pkgs/main           
## fastavro                       1.2.2  py39h9ed2024_0  pkgs/main           
## fastavro                       1.2.2  py39hcbf5805_0  conda-forge         
## fastavro                       1.2.3  py36h20b66c6_0  conda-forge         
## fastavro                       1.2.3  py36h903dffd_0  conda-forge         
## fastavro                       1.2.3  py36h9ed2024_0  pkgs/main           
## fastavro                       1.2.3  py37h9ed2024_0  pkgs/main           
## fastavro                       1.2.3  py37hb9769d6_0  conda-forge         
## fastavro                       1.2.3  py37hf967b71_0  conda-forge         
## fastavro                       1.2.3  py38h5406a74_0  conda-forge         
## fastavro                       1.2.3  py38h9ed2024_0  pkgs/main           
## fastavro                       1.2.3  py39h9ed2024_0  pkgs/main           
## fastavro                       1.2.3  py39hcbf5805_0  conda-forge         
## fastavro                       1.2.4  py36h20b66c6_0  conda-forge         
## fastavro                       1.2.4  py36h903dffd_0  conda-forge         
## fastavro                       1.2.4  py36h9ed2024_0  pkgs/main           
## fastavro                       1.2.4  py37h9ed2024_0  pkgs/main           
## fastavro                       1.2.4  py37hb9769d6_0  conda-forge         
## fastavro                       1.2.4  py37hf967b71_0  conda-forge         
## fastavro                       1.2.4  py38h5406a74_0  conda-forge         
## fastavro                       1.2.4  py38h9ed2024_0  pkgs/main           
## fastavro                       1.2.4  py39h9ed2024_0  pkgs/main           
## fastavro                       1.2.4  py39hcbf5805_0  conda-forge         
## fastavro                       1.3.0  py36h20b66c6_0  conda-forge         
## fastavro                       1.3.0  py36h903dffd_0  conda-forge         
## fastavro                       1.3.0  py36h9ed2024_0  pkgs/main           
## fastavro                       1.3.0  py37h9ed2024_0  pkgs/main           
## fastavro                       1.3.0  py37hb9769d6_0  conda-forge         
## fastavro                       1.3.0  py37hf967b71_0  conda-forge         
## fastavro                       1.3.0  py38h5406a74_0  conda-forge         
## fastavro                       1.3.0  py38h9ed2024_0  pkgs/main           
## fastavro                       1.3.0  py39h9ed2024_0  pkgs/main           
## fastavro                       1.3.0  py39hcbf5805_0  conda-forge         
## fastavro                       1.3.1  py36h40f3029_0  conda-forge         
## fastavro                       1.3.1  py36h49ba835_0  conda-forge         
## fastavro                       1.3.1  py36h9ed2024_0  pkgs/main           
## fastavro                       1.3.1  py37h7585375_0  conda-forge         
## fastavro                       1.3.1  py37h9ed2024_0  pkgs/main           
## fastavro                       1.3.1  py37hd29de05_0  conda-forge         
## fastavro                       1.3.1  py38h9ed2024_0  pkgs/main           
## fastavro                       1.3.1  py38hca655e8_0  conda-forge         
## fastavro                       1.3.1  py39h4b0b724_0  conda-forge         
## fastavro                       1.3.1  py39h9ed2024_0  pkgs/main           
## fastavro                       1.3.2  py36h40f3029_0  conda-forge         
## fastavro                       1.3.2  py36h49ba835_0  conda-forge         
## fastavro                       1.3.2  py36h9ed2024_0  pkgs/main           
## fastavro                       1.3.2  py37h7585375_0  conda-forge         
## fastavro                       1.3.2  py37h9ed2024_0  pkgs/main           
## fastavro                       1.3.2  py37hd29de05_0  conda-forge         
## fastavro                       1.3.2  py38h9ed2024_0  pkgs/main           
## fastavro                       1.3.2  py38hca655e8_0  conda-forge         
## fastavro                       1.3.2  py39h4b0b724_0  conda-forge         
## fastavro                       1.3.2  py39h9ed2024_0  pkgs/main           
## fastavro                       1.3.3  py36h20e4f73_0  conda-forge         
## fastavro                       1.3.3  py36h9ed2024_0  pkgs/main           
## fastavro                       1.3.3  py36hfa26744_0  conda-forge         
## fastavro                       1.3.3  py37h271585c_0  conda-forge         
## fastavro                       1.3.3  py37h9ed2024_0  pkgs/main           
## fastavro                       1.3.3  py37hd696dad_0  conda-forge         
## fastavro                       1.3.3  py38h96a0964_0  conda-forge         
## fastavro                       1.3.3  py38h9ed2024_0  pkgs/main           
## fastavro                       1.3.3  py39h89e85a6_0  conda-forge         
## fastavro                       1.3.3  py39h9ed2024_0  pkgs/main           
## fastavro                       1.3.4  py36h20e4f73_0  conda-forge         
## fastavro                       1.3.4  py36h9ed2024_0  pkgs/main           
## fastavro                       1.3.4  py36hfa26744_0  conda-forge         
## fastavro                       1.3.4  py37h271585c_0  conda-forge         
## fastavro                       1.3.4  py37h9ed2024_0  pkgs/main           
## fastavro                       1.3.4  py37hd696dad_0  conda-forge         
## fastavro                       1.3.4  py38h96a0964_0  conda-forge         
## fastavro                       1.3.4  py38h9ed2024_0  pkgs/main           
## fastavro                       1.3.4  py39h89e85a6_0  conda-forge         
## fastavro                       1.3.4  py39h9ed2024_0  pkgs/main           
## fastavro                       1.3.5  py36h20e4f73_0  conda-forge         
## fastavro                       1.3.5  py36h9ed2024_0  pkgs/main           
## fastavro                       1.3.5  py36hfa26744_0  conda-forge         
## fastavro                       1.3.5  py37h271585c_0  conda-forge         
## fastavro                       1.3.5  py37h9ed2024_0  pkgs/main           
## fastavro                       1.3.5  py37hd696dad_0  conda-forge         
## fastavro                       1.3.5  py38h96a0964_0  conda-forge         
## fastavro                       1.3.5  py38h9ed2024_0  pkgs/main           
## fastavro                       1.3.5  py39h89e85a6_0  conda-forge         
## fastavro                       1.3.5  py39h9ed2024_0  pkgs/main           
## fastavro                       1.4.0  py36h20e4f73_0  conda-forge         
## fastavro                       1.4.0  py36h9ed2024_0  pkgs/main           
## fastavro                       1.4.0  py36hfa26744_0  conda-forge         
## fastavro                       1.4.0  py37h271585c_0  conda-forge         
## fastavro                       1.4.0  py37h9ed2024_0  pkgs/main           
## fastavro                       1.4.0  py37hd696dad_0  conda-forge         
## fastavro                       1.4.0  py38h96a0964_0  conda-forge         
## fastavro                       1.4.0  py38h9ed2024_0  pkgs/main           
## fastavro                       1.4.0  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.0  py39h9ed2024_0  pkgs/main           
## fastavro                       1.4.1  py36h20e4f73_0  conda-forge         
## fastavro                       1.4.1  py36hfa26744_0  conda-forge         
## fastavro                       1.4.1  py37h271585c_0  conda-forge         
## fastavro                       1.4.1  py37hd696dad_0  conda-forge         
## fastavro                       1.4.1  py38h96a0964_0  conda-forge         
## fastavro                       1.4.1  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.1  py39h9ed2024_0  pkgs/main           
## fastavro                       1.4.2  py36h9ed2024_0  pkgs/main           
## fastavro                       1.4.2  py36hfa26744_0  conda-forge         
## fastavro                       1.4.2  py37h271585c_0  conda-forge         
## fastavro                       1.4.2  py37h9ed2024_0  pkgs/main           
## fastavro                       1.4.2  py37hd696dad_0  conda-forge         
## fastavro                       1.4.2  py38h96a0964_0  conda-forge         
## fastavro                       1.4.2  py38h9ed2024_0  pkgs/main           
## fastavro                       1.4.2  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.2  py39h9ed2024_0  pkgs/main           
## fastavro                       1.4.3  py36h9ed2024_0  pkgs/main           
## fastavro                       1.4.3  py36hfa26744_0  conda-forge         
## fastavro                       1.4.3  py37h271585c_0  conda-forge         
## fastavro                       1.4.3  py37h9ed2024_0  pkgs/main           
## fastavro                       1.4.3  py37hd696dad_0  conda-forge         
## fastavro                       1.4.3  py38h96a0964_0  conda-forge         
## fastavro                       1.4.3  py38h9ed2024_0  pkgs/main           
## fastavro                       1.4.3  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.3  py39h9ed2024_0  pkgs/main           
## fastavro                       1.4.4  py36hfa26744_0  conda-forge         
## fastavro                       1.4.4  py37h271585c_0  conda-forge         
## fastavro                       1.4.4  py37hd696dad_0  conda-forge         
## fastavro                       1.4.4  py38h96a0964_0  conda-forge         
## fastavro                       1.4.4  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.5  py36hfa26744_0  conda-forge         
## fastavro                       1.4.5  py37h271585c_0  conda-forge         
## fastavro                       1.4.5  py37hd696dad_0  conda-forge         
## fastavro                       1.4.5  py38h96a0964_0  conda-forge         
## fastavro                       1.4.5  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.6  py37h271585c_0  conda-forge         
## fastavro                       1.4.6  py37hd696dad_0  conda-forge         
## fastavro                       1.4.6  py38h96a0964_0  conda-forge         
## fastavro                       1.4.6  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.7 py310hca72f7f_0  pkgs/main           
## fastavro                       1.4.7 py310he24745e_1  conda-forge         
## fastavro                       1.4.7  py37h271585c_0  conda-forge         
## fastavro                       1.4.7  py37h271585c_1  conda-forge         
## fastavro                       1.4.7  py37hca72f7f_0  pkgs/main           
## fastavro                       1.4.7  py37hd696dad_0  conda-forge         
## fastavro                       1.4.7  py37hd696dad_1  conda-forge         
## fastavro                       1.4.7  py38h96a0964_0  conda-forge         
## fastavro                       1.4.7  py38h96a0964_1  conda-forge         
## fastavro                       1.4.7  py38hca72f7f_0  pkgs/main           
## fastavro                       1.4.7  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.7  py39h89e85a6_1  conda-forge         
## fastavro                       1.4.7  py39hca72f7f_0  pkgs/main           
## fastavro                       1.4.8 py310he24745e_0  conda-forge         
## fastavro                       1.4.8  py37h271585c_0  conda-forge         
## fastavro                       1.4.8  py37hd696dad_0  conda-forge         
## fastavro                       1.4.8  py38h96a0964_0  conda-forge         
## fastavro                       1.4.8  py39h89e85a6_0  conda-forge         
## fastavro                       1.4.9 py310he24745e_0  conda-forge         
## fastavro                       1.4.9  py37h271585c_0  conda-forge         
## fastavro                       1.4.9  py37hd696dad_0  conda-forge         
## fastavro                       1.4.9  py38h96a0964_0  conda-forge         
## fastavro                       1.4.9  py39h89e85a6_0  conda-forge         
## fastavro                      1.4.10 py310h1961e1f_0  conda-forge         
## fastavro                      1.4.10  py37h69ee0a8_0  conda-forge         
## fastavro                      1.4.10  py37h9205ac6_0  conda-forge         
## fastavro                      1.4.10  py38hed1de0f_0  conda-forge         
## fastavro                      1.4.10  py39h63b48b0_0  conda-forge         
## fastavro                      1.4.11 py310h6c45266_0  conda-forge         
## fastavro                      1.4.11  py37h994c40b_0  conda-forge         
## fastavro                      1.4.11  py37hc2dba7c_0  conda-forge         
## fastavro                      1.4.11  py38h0dd4459_0  conda-forge         
## fastavro                      1.4.11  py39h701faf5_0  conda-forge         
## fastavro                      1.4.12 py310h6c45266_0  conda-forge         
## fastavro                      1.4.12  py37h994c40b_0  conda-forge         
## fastavro                      1.4.12  py37hc2dba7c_0  conda-forge         
## fastavro                      1.4.12  py38h0dd4459_0  conda-forge         
## fastavro                      1.4.12  py39h701faf5_0  conda-forge         
## fastavro                       1.5.0 py310h6c45266_0  conda-forge         
## fastavro                       1.5.0  py37h994c40b_0  conda-forge         
## fastavro                       1.5.0  py37hc2dba7c_0  conda-forge         
## fastavro                       1.5.0  py38h0dd4459_0  conda-forge         
## fastavro                       1.5.0  py39h701faf5_0  conda-forge         
## fastavro                       1.5.1 py310h6c45266_0  conda-forge         
## fastavro                       1.5.1 py310h6c45266_1  conda-forge         
## fastavro                       1.5.1  py37h994c40b_0  conda-forge         
## fastavro                       1.5.1  py37h994c40b_1  conda-forge         
## fastavro                       1.5.1  py37hc2dba7c_0  conda-forge         
## fastavro                       1.5.1  py38h0dd4459_0  conda-forge         
## fastavro                       1.5.1  py38h0dd4459_1  conda-forge         
## fastavro                       1.5.1  py38h8cbaad8_1  conda-forge         
## fastavro                       1.5.1  py39h701faf5_0  conda-forge         
## fastavro                       1.5.1  py39h701faf5_1  conda-forge         
## fastavro                       1.5.1  py39hb4cabcc_1  conda-forge         
## fastavro                       1.5.2 py310h6c45266_0  conda-forge         
## fastavro                       1.5.2  py37h994c40b_0  conda-forge         
## fastavro                       1.5.2  py38h0dd4459_0  conda-forge         
## fastavro                       1.5.2  py38h8cbaad8_0  conda-forge         
## fastavro                       1.5.2  py39h701faf5_0  conda-forge         
## fastavro                       1.5.2  py39hb4cabcc_0  conda-forge         
## fastavro                       1.5.3 py310h6c45266_0  conda-forge         
## fastavro                       1.5.3  py37h994c40b_0  conda-forge         
## fastavro                       1.5.3  py38h0dd4459_0  conda-forge         
## fastavro                       1.5.3  py38h8cbaad8_0  conda-forge         
## fastavro                       1.5.3  py39h701faf5_0  conda-forge         
## fastavro                       1.5.3  py39hb4cabcc_0  conda-forge         
## fastavro                       1.5.4 py310h6c45266_0  conda-forge         
## fastavro                       1.5.4  py37h994c40b_0  conda-forge         
## fastavro                       1.5.4  py38h0dd4459_0  conda-forge         
## fastavro                       1.5.4  py38h8cbaad8_0  conda-forge         
## fastavro                       1.5.4  py39h701faf5_0  conda-forge         
## fastavro                       1.5.4  py39hb4cabcc_0  conda-forge         
## fastavro                       1.6.0 py310h3c08dca_0  conda-forge         
## fastavro                       1.6.0  py37h74e8b7d_0  conda-forge         
## fastavro                       1.6.0  py38h35d34b1_0  conda-forge         
## fastavro                       1.6.0  py38hb40ffd3_0  conda-forge         
## fastavro                       1.6.0  py39h6218fd2_0  conda-forge         
## fastavro                       1.6.0  py39he17e4c8_0  conda-forge         
## fastavro                       1.6.1 py310h90acd4f_0  conda-forge         
## fastavro                       1.6.1  py37h8052db5_0  conda-forge         
## fastavro                       1.6.1  py38ha54da72_0  conda-forge         
## fastavro                       1.6.1  py39h4a5f16e_0  conda-forge         
## fastavro                       1.6.1  py39ha30fb19_0  conda-forge         
## fastbpe                        0.1.0  py27ha1b3eb9_0  conda-forge         
## fastbpe                        0.1.0 py310h2fea185_4  conda-forge         
## fastbpe                        0.1.0  py36h615c93b_0  conda-forge         
## fastbpe                        0.1.0  py36h615c93b_1  conda-forge         
## fastbpe                        0.1.0  py36h8910a22_2  conda-forge         
## fastbpe                        0.1.0  py36ha1b3eb9_0  conda-forge         
## fastbpe                        0.1.0  py36hb084ce4_1  conda-forge         
## fastbpe                        0.1.0  py36hc61eee1_2  conda-forge         
## fastbpe                        0.1.0  py36hc61eee1_3  conda-forge         
## fastbpe                        0.1.0  py37h02a96b6_0  conda-forge         
## fastbpe                        0.1.0  py37h02a96b6_1  conda-forge         
## fastbpe                        0.1.0  py37h70f7d40_0  conda-forge         
## fastbpe                        0.1.0  py37h70f7d40_1  conda-forge         
## fastbpe                        0.1.0  py37h737db71_2  conda-forge         
## fastbpe                        0.1.0  py37h737db71_3  conda-forge         
## fastbpe                        0.1.0  py37h737db71_4  conda-forge         
## fastbpe                        0.1.0  py37h7642297_2  conda-forge         
## fastbpe                        0.1.0  py37h7642297_3  conda-forge         
## fastbpe                        0.1.0  py37h7642297_4  conda-forge         
## fastbpe                        0.1.0  py37ha1b3eb9_0  conda-forge         
## fastbpe                        0.1.0  py38h12bbefe_2  conda-forge         
## fastbpe                        0.1.0  py38h12bbefe_3  conda-forge         
## fastbpe                        0.1.0  py38h12bbefe_4  conda-forge         
## fastbpe                        0.1.0  py38ha1b3eb9_0  conda-forge         
## fastbpe                        0.1.0  py38hd9c93a9_0  conda-forge         
## fastbpe                        0.1.0  py38hd9c93a9_1  conda-forge         
## fastbpe                        0.1.0  py39hf018cea_3  conda-forge         
## fastbpe                        0.1.0  py39hf018cea_4  conda-forge         
## fastcache                      1.0.2          py27_0  conda-forge         
## fastcache                      1.0.2 py27h1de35cc_1001  conda-forge         
## fastcache                      1.0.2  py27h1de35cc_2  pkgs/main           
## fastcache                      1.0.2  py27h470a237_0  conda-forge         
## fastcache                      1.0.2  py27h470a237_1  conda-forge         
## fastcache                      1.0.2  py27hc4635c7_0  pkgs/main           
## fastcache                      1.0.2          py35_0  conda-forge         
## fastcache                      1.0.2  py35h1de35cc_2  pkgs/main           
## fastcache                      1.0.2  py35h470a237_0  conda-forge         
## fastcache                      1.0.2  py35h470a237_1  conda-forge         
## fastcache                      1.0.2  py35h8aa0158_0  pkgs/main           
## fastcache                      1.0.2          py36_0  conda-forge         
## fastcache                      1.0.2 py36h1de35cc_1001  conda-forge         
## fastcache                      1.0.2  py36h1de35cc_2  pkgs/main           
## fastcache                      1.0.2  py36h470a237_0  conda-forge         
## fastcache                      1.0.2  py36h470a237_1  conda-forge         
## fastcache                      1.0.2  py36h8606a76_0  pkgs/main           
## fastcache                      1.0.2 py37h1de35cc_1001  conda-forge         
## fastcache                      1.0.2  py37h1de35cc_2  pkgs/main           
## fastcache                      1.0.2  py37h470a237_1  conda-forge         
## fastcache                      1.1.0  py27h01d97ff_0  conda-forge         
## fastcache                      1.1.0  py27h0b31af3_0  conda-forge         
## fastcache                      1.1.0  py27h1de35cc_0  pkgs/main           
## fastcache                      1.1.0  py27h89ed719_1  conda-forge         
## fastcache                      1.1.0 py310h1961e1f_4  conda-forge         
## fastcache                      1.1.0 py310hca72f7f_0  pkgs/main           
## fastcache                      1.1.0 py310he24745e_3  conda-forge         
## fastcache                      1.1.0  py36h01d97ff_0  conda-forge         
## fastcache                      1.1.0  py36h0b31af3_0  conda-forge         
## fastcache                      1.1.0  py36h1de35cc_0  pkgs/main           
## fastcache                      1.1.0  py36h20b66c6_2  conda-forge         
## fastcache                      1.1.0  py36h37b9a7d_1  conda-forge         
## fastcache                      1.1.0  py36h6941dd6_2  conda-forge         
## fastcache                      1.1.0  py36h9de38fb_2  conda-forge         
## fastcache                      1.1.0  py37h01d97ff_0  conda-forge         
## fastcache                      1.1.0  py37h0b31af3_0  conda-forge         
## fastcache                      1.1.0  py37h1de35cc_0  pkgs/main           
## fastcache                      1.1.0  py37h271585c_3  conda-forge         
## fastcache                      1.1.0  py37h4b544eb_2  conda-forge         
## fastcache                      1.1.0  py37h60d8a13_2  conda-forge         
## fastcache                      1.1.0  py37h69ee0a8_4  conda-forge         
## fastcache                      1.1.0  py37h9bfed18_1  conda-forge         
## fastcache                      1.1.0  py37hf967b71_2  conda-forge         
## fastcache                      1.1.0  py38h0b31af3_0  conda-forge         
## fastcache                      1.1.0  py38h1de35cc_0  pkgs/main           
## fastcache                      1.1.0  py38h4d0b108_2  conda-forge         
## fastcache                      1.1.0  py38h5406a74_2  conda-forge         
## fastcache                      1.1.0  py38h64e0658_1  conda-forge         
## fastcache                      1.1.0  py38h7e3306e_2  conda-forge         
## fastcache                      1.1.0  py38h96a0964_3  conda-forge         
## fastcache                      1.1.0  py38hed1de0f_4  conda-forge         
## fastcache                      1.1.0  py39h5a22ff9_2  conda-forge         
## fastcache                      1.1.0  py39h63b48b0_4  conda-forge         
## fastcache                      1.1.0  py39h89e85a6_3  conda-forge         
## fastcache                      1.1.0  py39h9ed2024_0  pkgs/main           
## fastcache                      1.1.0  py39hb5aae12_2  conda-forge         
## fastcache                      1.1.0  py39hcbf5805_2  conda-forge         
## fastcluster                   1.1.21     np110py27_0  conda-forge         
## fastcluster                   1.1.21     np110py34_0  conda-forge         
## fastcluster                   1.1.21     np110py35_0  conda-forge         
## fastcluster                   1.1.21     np110py36_0  conda-forge         
## fastcluster                   1.1.21     np111py27_0  conda-forge         
## fastcluster                   1.1.21     np111py34_0  conda-forge         
## fastcluster                   1.1.21     np111py35_0  conda-forge         
## fastcluster                   1.1.21     np111py36_0  conda-forge         
## fastcluster                   1.1.21     np112py27_0  conda-forge         
## fastcluster                   1.1.21     np112py35_0  conda-forge         
## fastcluster                   1.1.21     np112py36_0  conda-forge         
## fastcluster                   1.1.23     np111py27_0  conda-forge         
## fastcluster                   1.1.23     np111py35_0  conda-forge         
## fastcluster                   1.1.23     np111py36_0  conda-forge         
## fastcluster                   1.1.23     np112py27_0  conda-forge         
## fastcluster                   1.1.23     np112py35_0  conda-forge         
## fastcluster                   1.1.23     np112py36_0  conda-forge         
## fastcluster                   1.1.23     np113py27_0  conda-forge         
## fastcluster                   1.1.23     np113py35_0  conda-forge         
## fastcluster                   1.1.23     np113py36_0  conda-forge         
## fastcluster                   1.1.24          py27_0  conda-forge         
## fastcluster                   1.1.24          py35_0  conda-forge         
## fastcluster                   1.1.24          py36_0  conda-forge         
## fastcluster                   1.1.25          py27_0  conda-forge         
## fastcluster                   1.1.25 py27h1702cab_1000  conda-forge         
## fastcluster                   1.1.25 py27h4f17bb1_1000  conda-forge         
## fastcluster                   1.1.25  py27hf8a1672_0  conda-forge         
## fastcluster                   1.1.25          py35_0  conda-forge         
## fastcluster                   1.1.25  py35hf8a1672_0  conda-forge         
## fastcluster                   1.1.25          py36_0  conda-forge         
## fastcluster                   1.1.25 py36h1702cab_1000  conda-forge         
## fastcluster                   1.1.25 py36h4f17bb1_1000  conda-forge         
## fastcluster                   1.1.25  py36hf8a1672_0  conda-forge         
## fastcluster                   1.1.25 py37h1702cab_1000  conda-forge         
## fastcluster                   1.1.25 py37h4f17bb1_1000  conda-forge         
## fastcluster                   1.1.25  py37hf8a1672_0  conda-forge         
## fastcluster                   1.1.25 py38h4f17bb1_1000  conda-forge         
## fastcluster                   1.1.26  py27h4f17bb1_0  conda-forge         
## fastcluster                   1.1.26 py310hdd25497_3  conda-forge         
## fastcluster                   1.1.26 py310he9d5cce_0  pkgs/main           
## fastcluster                   1.1.26  py36h23ab428_0  pkgs/main           
## fastcluster                   1.1.26  py36h4f17bb1_0  conda-forge         
## fastcluster                   1.1.26  py36h72eec15_2  conda-forge         
## fastcluster                   1.1.26  py36h77a88e9_2  conda-forge         
## fastcluster                   1.1.26  py36hcc1bba6_1  conda-forge         
## fastcluster                   1.1.26  py36hfdae8ee_1  conda-forge         
## fastcluster                   1.1.26  py37h23ab428_0  pkgs/main           
## fastcluster                   1.1.26  py37h4f17bb1_0  conda-forge         
## fastcluster                   1.1.26  py37h5b83a90_3  conda-forge         
## fastcluster                   1.1.26  py37h6d0141a_2  conda-forge         
## fastcluster                   1.1.26  py37h94625e5_1  conda-forge         
## fastcluster                   1.1.26  py38h23ab428_0  pkgs/main           
## fastcluster                   1.1.26  py38h4f17bb1_0  conda-forge         
## fastcluster                   1.1.26  py38h5fc983b_1  conda-forge         
## fastcluster                   1.1.26  py38h6be0db6_2  conda-forge         
## fastcluster                   1.1.26  py38ha53d530_3  conda-forge         
## fastcluster                   1.1.26  py39h13df4ff_2  conda-forge         
## fastcluster                   1.1.26  py39h23ab428_0  pkgs/main           
## fastcluster                   1.1.26  py39h4d6be9b_3  conda-forge         
## fastcluster                    1.2.4 py310hdd25497_0  conda-forge         
## fastcluster                    1.2.4  py36h23ab428_0  pkgs/main           
## fastcluster                    1.2.4  py37h23ab428_0  pkgs/main           
## fastcluster                    1.2.4  py37h5b83a90_0  conda-forge         
## fastcluster                    1.2.4  py38h23ab428_0  pkgs/main           
## fastcluster                    1.2.4  py38ha53d530_0  conda-forge         
## fastcluster                    1.2.4  py39h23ab428_0  pkgs/main           
## fastcluster                    1.2.4  py39h4d6be9b_0  conda-forge         
## fastcluster                    1.2.6 py310h514ec25_0  conda-forge         
## fastcluster                    1.2.6 py310h514ec25_1  conda-forge         
## fastcluster                    1.2.6  py37h07499a4_0  conda-forge         
## fastcluster                    1.2.6  py37hb276a58_1  conda-forge         
## fastcluster                    1.2.6  py38h246800c_1  conda-forge         
## fastcluster                    1.2.6  py38h52e9a12_0  conda-forge         
## fastcluster                    1.2.6  py38hb872667_1  conda-forge         
## fastcluster                    1.2.6  py39hbd61c47_0  conda-forge         
## fastcluster                    1.2.6  py39hbd61c47_1  conda-forge         
## fastcluster                    1.2.6  py39hc8fdaee_1  conda-forge         
## fastcore                      1.3.27    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.3.29    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.4.0    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.4.1    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.4.2    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.4.3    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.4.4    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.4.5    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.5.2    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.5.4    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.5.6    pyhd8ed1ab_0  conda-forge         
## fastcore                       1.5.8    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.11    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.13    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.16    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.17    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.18    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.20    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.21    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.22    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.23    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.24    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.25    pyhd8ed1ab_0  conda-forge         
## fastcore                      1.5.26    pyhd8ed1ab_0  conda-forge         
## fastdiff                       0.1.4            py_0  conda-forge         
## fastdiff                       0.2.0            py_0  conda-forge         
## fastdiff                       0.3.0    pyhd8ed1ab_0  conda-forge         
## fastds                         0.2.0    pyhd8ed1ab_0  conda-forge         
## fastds                         0.2.2    pyhd8ed1ab_0  conda-forge         
## fastds                         0.2.3    pyhd8ed1ab_0  conda-forge         
## fastds                         0.3.0    pyhd8ed1ab_0  conda-forge         
## fastds                         0.3.1    pyhd8ed1ab_0  conda-forge         
## fastds                         0.3.2    pyhd8ed1ab_0  conda-forge         
## fastds                         0.4.0    pyhd8ed1ab_0  conda-forge         
## fastds                         0.4.1    pyhd8ed1ab_0  conda-forge         
## fastds                         0.5.0    pyhd8ed1ab_0  conda-forge         
## fastds                         0.5.1    pyhd8ed1ab_0  conda-forge         
## fastds                         0.5.2    pyhd8ed1ab_0  conda-forge         
## fastds                         0.6.0    pyhd8ed1ab_0  conda-forge         
## fastdtw                        0.2.0          py27_0  bioconda            
## fastdtw                        0.2.0          py35_0  bioconda            
## fastdtw                        0.2.0          py36_0  bioconda            
## fastdtw                        0.2.0            py_1  bioconda            
## fastdtw                        0.3.2  py27h24bf2e0_0  conda-forge         
## fastdtw                        0.3.2 py27h24bf2e0_1000  conda-forge         
## fastdtw                        0.3.2 py27h5ca1d4c_1000  conda-forge         
## fastdtw                        0.3.2  py35h24bf2e0_0  conda-forge         
## fastdtw                        0.3.2 py36h0b673f9_1001  conda-forge         
## fastdtw                        0.3.2 py36h0b673f9_1002  conda-forge         
## fastdtw                        0.3.2  py36h24bf2e0_0  conda-forge         
## fastdtw                        0.3.2 py36h24bf2e0_1000  conda-forge         
## fastdtw                        0.3.2 py36h5ca1d4c_1000  conda-forge         
## fastdtw                        0.3.2 py36h95af2a2_1001  conda-forge         
## fastdtw                        0.3.2 py36hac0dd68_1002  conda-forge         
## fastdtw                        0.3.2 py37h24bf2e0_1000  conda-forge         
## fastdtw                        0.3.2 py37h43977f1_1001  conda-forge         
## fastdtw                        0.3.2 py37h5ca1d4c_1000  conda-forge         
## fastdtw                        0.3.2 py37hc6149b9_1002  conda-forge         
## fastdtw                        0.3.2 py38h1cdfbd6_1002  conda-forge         
## fastdtw                        0.3.2 py38h23f93f0_1001  conda-forge         
## fastdtw                        0.3.2 py38h5ca1d4c_1000  conda-forge         
## fastdtw                        0.3.2 py39h9cd51e4_1002  conda-forge         
## fastdtw                        0.3.4 py310ha188af9_1  conda-forge         
## fastdtw                        0.3.4 py310ha188af9_2  conda-forge         
## fastdtw                        0.3.4  py36h9cf137f_0  conda-forge         
## fastdtw                        0.3.4  py36hdc2d08f_0  conda-forge         
## fastdtw                        0.3.4  py37h0a7177a_2  conda-forge         
## fastdtw                        0.3.4  py37h4c52d7d_1  conda-forge         
## fastdtw                        0.3.4  py37h5b6bc8d_0  conda-forge         
## fastdtw                        0.3.4  py37h5b6bc8d_1  conda-forge         
## fastdtw                        0.3.4  py37he01cfaa_0  conda-forge         
## fastdtw                        0.3.4  py38h5fd9f69_1  conda-forge         
## fastdtw                        0.3.4  py38h60dac5d_2  conda-forge         
## fastdtw                        0.3.4  py38h9bb44b7_0  conda-forge         
## fastdtw                        0.3.4  py38hd172aab_2  conda-forge         
## fastdtw                        0.3.4  py39h71a6800_0  conda-forge         
## fastdtw                        0.3.4  py39h71a6800_1  conda-forge         
## fastdtw                        0.3.4  py39h71a6800_2  conda-forge         
## fastdtw                        0.3.4  py39h8b44f89_2  conda-forge         
## fasten                        0.1.13               0  bioconda            
## fasten                        0.1.13      h0b31af3_1  bioconda            
## fasten                        0.1.13      hfdfa6cd_2  bioconda            
## fasten                         0.2.2      ha5712d3_1  bioconda            
## fasten                         0.2.2      hfdfa6cd_0  bioconda            
## fasten                         0.4.1      ha5712d3_0  bioconda            
## fasten                         0.4.3      ha5712d3_0  bioconda            
## fasten                         0.4.4      ha5712d3_0  bioconda            
## fasten                         0.4.4      ha5712d3_1  bioconda            
## fasteners                     0.14.1          py27_1  conda-forge         
## fasteners                     0.14.1          py27_2  conda-forge         
## fasteners                     0.14.1          py34_1  conda-forge         
## fasteners                     0.14.1          py35_1  conda-forge         
## fasteners                     0.14.1          py35_2  conda-forge         
## fasteners                     0.14.1          py36_2  conda-forge         
## fasteners                     0.14.1            py_3  conda-forge         
## fasteners                     0.14.1            py_3  pkgs/main           
## fasteners                       0.15            py_0  pkgs/main           
## fasteners                       0.16    pyhd3eb1b0_0  pkgs/main           
## fasteners                       0.16    pyhd8ed1ab_0  conda-forge         
## fasteners                     0.16.1    pyhd3eb1b0_0  pkgs/main           
## fasteners                     0.16.2    pyhd3eb1b0_0  pkgs/main           
## fasteners                     0.16.2    pyhd8ed1ab_0  conda-forge         
## fasteners                     0.16.3    pyhd3eb1b0_0  pkgs/main           
## fasteners                     0.16.3    pyhd8ed1ab_0  conda-forge         
## fasteners                     0.17.1    pyhd8ed1ab_0  conda-forge         
## fasteners                     0.17.2    pyhd8ed1ab_0  conda-forge         
## fasteners                     0.17.3    pyhd8ed1ab_0  conda-forge         
## fastentrypoints                 0.12    pyh9f0ad1d_0  conda-forge         
## fastg2protlib                  1.0.1            py_0  bioconda            
## fastg2protlib                  1.0.2            py_0  bioconda            
## fastimport                     0.9.6            py_0  conda-forge         
## fastimport                     0.9.8            py_0  conda-forge         
## fastimport                     0.9.9    pyhd8ed1ab_0  conda-forge         
## fastimport                    0.9.10    pyhd8ed1ab_0  conda-forge         
## fastimport                    0.9.11    pyhd8ed1ab_0  conda-forge         
## fastimport                    0.9.12    pyhd8ed1ab_0  conda-forge         
## fastimport                    0.9.13    pyhd8ed1ab_0  conda-forge         
## fastimport                    0.9.14    pyhd8ed1ab_0  conda-forge         
## fastindep                      1.0.0               0  bioconda            
## fastindep                      1.0.0      h470a237_1  bioconda            
## fastindep                      1.0.0      ha1b3eb9_2  bioconda            
## fastindep                      1.0.0      hb280591_3  bioconda            
## fastindep                      1.0.0      hcd10b59_4  bioconda            
## fastjmd95                        0.1    pyh9f0ad1d_0  conda-forge         
## fastjmd95                      0.2.1    pyh44b312d_0  conda-forge         
## fastkit                        0.1.4    pyhdfd78af_0  bioconda            
## fastkit                        1.0.0    pyhdfd78af_0  bioconda            
## fastkit                        1.0.1    pyhdfd78af_0  bioconda            
## fastkit                        1.0.2    pyhdfd78af_0  bioconda            
## fastkml                         0.11            py_0  conda-forge         
## fastkml                         0.11            py_1  conda-forge         
## fastkml                         0.12    pyhd8ed1ab_0  conda-forge         
## fastlmm                       0.2.24          py27_0  bioconda            
## fastlmm                       0.2.32          py27_0  bioconda            
## fastlmm                       0.2.32          py27_1  bioconda            
## fastlmm                       0.2.32  py27h41c5297_4  bioconda            
## fastlmm                       0.2.32  py27h6de7cb9_2  bioconda            
## fastlmm                       0.2.32  py27h977f496_5  bioconda            
## fastlmm                       0.2.32  py27hf160534_3  bioconda            
## fastme                         2.1.5               0  bioconda            
## fastme                       2.1.6.1      ha5712d3_1  bioconda            
## fastme                       2.1.6.1      hb4d813b_0  bioconda            
## fastmlst                       0.0.4            py_0  bioconda            
## fastmlst                       0.0.5            py_0  bioconda            
## fastmlst                       0.0.6            py_0  bioconda            
## fastmlst                       0.0.7            py_0  bioconda            
## fastmlst                       0.0.8            py_0  bioconda            
## fastmlst                       0.0.9            py_0  bioconda            
## fastmlst                      0.0.10            py_0  bioconda            
## fastmlst                      0.0.11            py_0  bioconda            
## fastmlst                      0.0.12            py_0  bioconda            
## fastmlst                      0.0.13            py_0  bioconda            
## fastmlst                      0.0.14    pyhdfd78af_0  bioconda            
## fastmlst                      0.0.15    pyhdfd78af_0  bioconda            
## fastnml                        2.0.0    pyhd8ed1ab_0  conda-forge         
## fastnml                        2.0.1    pyhd8ed1ab_0  conda-forge         
## fastnumbers                    2.0.1          py27_0  conda-forge         
## fastnumbers                    2.0.1          py35_0  conda-forge         
## fastnumbers                    2.0.1          py36_0  conda-forge         
## fastnumbers                    2.0.2          py27_0  conda-forge         
## fastnumbers                    2.0.2          py35_0  conda-forge         
## fastnumbers                    2.0.2          py36_0  conda-forge         
## fastnumbers                    2.0.3          py27_0  conda-forge         
## fastnumbers                    2.0.3          py35_0  conda-forge         
## fastnumbers                    2.0.3          py36_0  conda-forge         
## fastnumbers                    2.0.4          py27_0  conda-forge         
## fastnumbers                    2.0.4          py35_0  conda-forge         
## fastnumbers                    2.0.4          py36_0  conda-forge         
## fastnumbers                    2.0.5  py27h470a237_0  conda-forge         
## fastnumbers                    2.0.5  py35h470a237_0  conda-forge         
## fastnumbers                    2.0.5  py36h470a237_0  conda-forge         
## fastnumbers                    2.1.0  py27h470a237_0  conda-forge         
## fastnumbers                    2.1.0  py35h470a237_0  conda-forge         
## fastnumbers                    2.1.0  py36h470a237_0  conda-forge         
## fastnumbers                    2.1.1 py27h0b31af3_1000  conda-forge         
## fastnumbers                    2.1.1 py27h1de35cc_1000  conda-forge         
## fastnumbers                    2.1.1  py27h470a237_0  conda-forge         
## fastnumbers                    2.1.1  py35h470a237_0  conda-forge         
## fastnumbers                    2.1.1 py36h0b31af3_1000  conda-forge         
## fastnumbers                    2.1.1 py36h1de35cc_1000  conda-forge         
## fastnumbers                    2.1.1  py36h470a237_0  conda-forge         
## fastnumbers                    2.1.1 py37h0b31af3_1000  conda-forge         
## fastnumbers                    2.1.1 py37h1de35cc_1000  conda-forge         
## fastnumbers                    2.1.1  py37h470a237_0  conda-forge         
## fastnumbers                    2.1.1 py38h0b31af3_1000  conda-forge         
## fastnumbers                    3.0.0  py36h37b9a7d_0  conda-forge         
## fastnumbers                    3.0.0  py36h9de38fb_1  conda-forge         
## fastnumbers                    3.0.0  py37h60d8a13_1  conda-forge         
## fastnumbers                    3.0.0  py37h9bfed18_0  conda-forge         
## fastnumbers                    3.0.0  py38h4d0b108_1  conda-forge         
## fastnumbers                    3.0.0  py38h64e0658_0  conda-forge         
## fastnumbers                    3.0.0  py39hb5aae12_1  conda-forge         
## fastnumbers                    3.1.0 py310h6c45266_2  conda-forge         
## fastnumbers                    3.1.0 py310he24745e_1  conda-forge         
## fastnumbers                    3.1.0  py36hfa26744_0  conda-forge         
## fastnumbers                    3.1.0  py37h271585c_0  conda-forge         
## fastnumbers                    3.1.0  py37h271585c_1  conda-forge         
## fastnumbers                    3.1.0  py37h994c40b_2  conda-forge         
## fastnumbers                    3.1.0  py38h0dd4459_2  conda-forge         
## fastnumbers                    3.1.0  py38h8cbaad8_2  conda-forge         
## fastnumbers                    3.1.0  py38h96a0964_0  conda-forge         
## fastnumbers                    3.1.0  py38h96a0964_1  conda-forge         
## fastnumbers                    3.1.0  py39h701faf5_2  conda-forge         
## fastnumbers                    3.1.0  py39h89e85a6_0  conda-forge         
## fastnumbers                    3.1.0  py39h89e85a6_1  conda-forge         
## fastnumbers                    3.1.0  py39hb4cabcc_2  conda-forge         
## fastool                        0.1.4               1  bioconda            
## fastool                        0.1.4               2  bioconda            
## fastool                        0.1.4      h188c3c3_5  bioconda            
## fastool                        0.1.4      h1f540d2_6  bioconda            
## fastool                        0.1.4      ha92aebf_3  bioconda            
## fastool                        0.1.4      hbbe82c9_4  bioconda            
## fastp                         0.12.2               0  bioconda            
## fastp                         0.12.2               1  bioconda            
## fastp                         0.12.3               0  bioconda            
## fastp                         0.12.4               0  bioconda            
## fastp                         0.12.5               0  bioconda            
## fastp                         0.13.1               0  bioconda            
## fastp                         0.14.1               0  bioconda            
## fastp                         0.17.0      hd28b015_0  bioconda            
## fastp                         0.17.1      hd28b015_0  bioconda            
## fastp                         0.18.0      hd28b015_0  bioconda            
## fastp                         0.19.3      hd28b015_0  bioconda            
## fastp                         0.19.4      hd28b015_0  bioconda            
## fastp                         0.19.5      hd28b015_0  bioconda            
## fastp                         0.19.6      hd28b015_0  bioconda            
## fastp                         0.19.7      hd9629dc_0  bioconda            
## fastp                         0.20.0      hd9629dc_0  bioconda            
## fastp                         0.20.1      hfbae3c0_0  bioconda            
## fastp                         0.20.1      hfd59bb5_1  bioconda            
## fastp                         0.22.0      hfd59bb5_0  bioconda            
## fastp                         0.23.0      hd78bc7a_0  bioconda            
## fastp                         0.23.1      hd78bc7a_0  bioconda            
## fastp                         0.23.2      h15641a5_3  bioconda            
## fastp                         0.23.2      h1c864af_2  bioconda            
## fastp                         0.23.2      hbfa081b_1  bioconda            
## fastp                         0.23.2      hd78bc7a_0  bioconda            
## fastparquet               0.0.1post2          py34_0  conda-forge         
## fastparquet               0.0.1post2          py35_0  conda-forge         
## fastparquet                    0.0.2          py34_0  conda-forge         
## fastparquet                    0.0.2          py35_0  conda-forge         
## fastparquet                    0.0.3          py34_0  conda-forge         
## fastparquet                    0.0.3          py35_0  conda-forge         
## fastparquet               0.0.4post1          py34_0  conda-forge         
## fastparquet               0.0.4post1          py35_0  conda-forge         
## fastparquet               0.0.4post1          py36_0  conda-forge         
## fastparquet                    0.0.5          py27_1  conda-forge         
## fastparquet                    0.0.5          py34_0  conda-forge         
## fastparquet                    0.0.5          py35_0  conda-forge         
## fastparquet                    0.0.5          py35_1  conda-forge         
## fastparquet                    0.0.5          py36_0  conda-forge         
## fastparquet                    0.0.5          py36_1  conda-forge         
## fastparquet                    0.0.6          py27_1  conda-forge         
## fastparquet                    0.0.6          py35_1  conda-forge         
## fastparquet                    0.0.6          py36_1  conda-forge         
## fastparquet                    0.1.0          py27_1  conda-forge         
## fastparquet                    0.1.0          py27_2  conda-forge         
## fastparquet                    0.1.0          py35_1  conda-forge         
## fastparquet                    0.1.0          py35_2  conda-forge         
## fastparquet                    0.1.0          py36_1  conda-forge         
## fastparquet                    0.1.0          py36_2  conda-forge         
## fastparquet                    0.1.1          py27_0  conda-forge         
## fastparquet                    0.1.1          py35_0  conda-forge         
## fastparquet                    0.1.1          py36_0  conda-forge         
## fastparquet                    0.1.2          py27_0  conda-forge         
## fastparquet                    0.1.2  py27h507e2c7_0  pkgs/main           
## fastparquet                    0.1.2          py35_0  conda-forge         
## fastparquet                    0.1.2  py35h02375f5_0  pkgs/main           
## fastparquet                    0.1.2          py36_0  conda-forge         
## fastparquet                    0.1.2  py36h4377c88_0  pkgs/main           
## fastparquet                    0.1.3          py27_0  conda-forge         
## fastparquet                    0.1.3  py27h6602ee2_0  pkgs/main           
## fastparquet                    0.1.3          py35_0  conda-forge         
## fastparquet                    0.1.3  py35h1893983_0  pkgs/main           
## fastparquet                    0.1.3          py36_0  conda-forge         
## fastparquet                    0.1.3  py36hb84e16e_0  pkgs/main           
## fastparquet                    0.1.4          py27_0  conda-forge         
## fastparquet                    0.1.4  py27h1de35cc_0  pkgs/main           
## fastparquet                    0.1.4          py35_0  conda-forge         
## fastparquet                    0.1.4  py35h1de35cc_0  pkgs/main           
## fastparquet                    0.1.4          py36_0  conda-forge         
## fastparquet                    0.1.4  py36h1de35cc_0  pkgs/main           
## fastparquet                    0.1.5          py27_0  conda-forge         
## fastparquet                    0.1.5  py27h1de35cc_0  pkgs/main           
## fastparquet                    0.1.5  py27h917ab60_0  pkgs/main           
## fastparquet                    0.1.5          py35_0  conda-forge         
## fastparquet                    0.1.5  py35h917ab60_0  pkgs/main           
## fastparquet                    0.1.5          py36_0  conda-forge         
## fastparquet                    0.1.5  py36h1de35cc_0  pkgs/main           
## fastparquet                    0.1.5  py36h917ab60_0  pkgs/main           
## fastparquet                    0.1.5  py37h1de35cc_0  pkgs/main           
## fastparquet                    0.1.6          py27_0  conda-forge         
## fastparquet                    0.1.6  py27h1de35cc_0  pkgs/main           
## fastparquet                    0.1.6  py27h7eb728f_0  conda-forge         
## fastparquet                    0.1.6 py27h917ab60_1000  conda-forge         
## fastparquet                    0.1.6          py35_0  conda-forge         
## fastparquet                    0.1.6  py35h1de35cc_0  pkgs/main           
## fastparquet                    0.1.6          py36_0  conda-forge         
## fastparquet                    0.1.6  py36h1de35cc_0  pkgs/main           
## fastparquet                    0.1.6  py36h7eb728f_0  conda-forge         
## fastparquet                    0.1.6 py36h917ab60_1000  conda-forge         
## fastparquet                    0.1.6  py37h1de35cc_0  pkgs/main           
## fastparquet                    0.1.6  py37h7eb728f_0  conda-forge         
## fastparquet                    0.1.6 py37h917ab60_1000  conda-forge         
## fastparquet                    0.2.0  py27h7eb728f_0  conda-forge         
## fastparquet                    0.2.0 py27h917ab60_1000  conda-forge         
## fastparquet                    0.2.0  py36h7eb728f_0  conda-forge         
## fastparquet                    0.2.0 py36h917ab60_1000  conda-forge         
## fastparquet                    0.2.0  py37h7eb728f_0  conda-forge         
## fastparquet                    0.2.0 py37h917ab60_1000  conda-forge         
## fastparquet                    0.2.1  py27h1d22016_1  pkgs/main           
## fastparquet                    0.2.1  py27h7eb728f_0  conda-forge         
## fastparquet                    0.2.1  py27h7eb728f_1  conda-forge         
## fastparquet                    0.2.1 py27h917ab60_1000  conda-forge         
## fastparquet                    0.2.1 py27h917ab60_1001  conda-forge         
## fastparquet                    0.2.1  py36h1d22016_1  pkgs/main           
## fastparquet                    0.2.1  py36h7eb728f_0  conda-forge         
## fastparquet                    0.2.1  py36h7eb728f_1  conda-forge         
## fastparquet                    0.2.1 py36h917ab60_1000  conda-forge         
## fastparquet                    0.2.1 py36h917ab60_1001  conda-forge         
## fastparquet                    0.2.1  py37h1d22016_1  pkgs/main           
## fastparquet                    0.2.1  py37h7eb728f_0  conda-forge         
## fastparquet                    0.2.1  py37h7eb728f_1  conda-forge         
## fastparquet                    0.2.1 py37h917ab60_1000  conda-forge         
## fastparquet                    0.2.1 py37h917ab60_1001  conda-forge         
## fastparquet                    0.3.0  py27h1d22016_0  pkgs/main           
## fastparquet                    0.3.0  py36h1d22016_0  pkgs/main           
## fastparquet                    0.3.0  py37h1d22016_0  pkgs/main           
## fastparquet                    0.3.1  py27h01d97ff_0  conda-forge         
## fastparquet                    0.3.1  py27h01d97ff_1  conda-forge         
## fastparquet                    0.3.1  py27heacc8b8_2  conda-forge         
## fastparquet                    0.3.1  py36h01d97ff_0  conda-forge         
## fastparquet                    0.3.1  py36h01d97ff_1  conda-forge         
## fastparquet                    0.3.1  py36heacc8b8_2  conda-forge         
## fastparquet                    0.3.1  py37h01d97ff_0  conda-forge         
## fastparquet                    0.3.1  py37h01d97ff_1  conda-forge         
## fastparquet                    0.3.1  py37heacc8b8_2  conda-forge         
## fastparquet                    0.3.2  py27h1d22016_0  pkgs/main           
## fastparquet                    0.3.2  py27h3b54f70_0  conda-forge         
## fastparquet                    0.3.2  py27heacc8b8_0  conda-forge         
## fastparquet                    0.3.2  py36h1d22016_0  pkgs/main           
## fastparquet                    0.3.2  py36h3b54f70_0  conda-forge         
## fastparquet                    0.3.2  py36heacc8b8_0  conda-forge         
## fastparquet                    0.3.2  py36hf1fa96c_0  pkgs/main           
## fastparquet                    0.3.2  py37h1d22016_0  pkgs/main           
## fastparquet                    0.3.2  py37h3b54f70_0  conda-forge         
## fastparquet                    0.3.2  py37heacc8b8_0  conda-forge         
## fastparquet                    0.3.2  py37hf1fa96c_0  pkgs/main           
## fastparquet                    0.3.2  py38h3b54f70_0  conda-forge         
## fastparquet                    0.3.2  py38hf1fa96c_0  pkgs/main           
## fastparquet                    0.3.3  py27h3b54f70_0  conda-forge         
## fastparquet                    0.3.3  py36h3b54f70_0  conda-forge         
## fastparquet                    0.3.3  py36hf1fa96c_0  pkgs/main           
## fastparquet                    0.3.3  py37h3b54f70_0  conda-forge         
## fastparquet                    0.3.3  py37hf1fa96c_0  pkgs/main           
## fastparquet                    0.3.3  py38h3b54f70_0  conda-forge         
## fastparquet                    0.3.3  py38hf1fa96c_0  pkgs/main           
## fastparquet                    0.4.0  py36h255dfe6_0  conda-forge         
## fastparquet                    0.4.0  py36hf1fa96c_0  pkgs/main           
## fastparquet                    0.4.0  py37h10e2902_0  conda-forge         
## fastparquet                    0.4.0  py37hf1fa96c_0  pkgs/main           
## fastparquet                    0.4.0  py38h65ad66c_0  conda-forge         
## fastparquet                    0.4.0  py38hf1fa96c_0  pkgs/main           
## fastparquet                    0.4.1  py36ha042823_0  conda-forge         
## fastparquet                    0.4.1  py36hf1fa96c_0  pkgs/main           
## fastparquet                    0.4.1  py37h5be27a9_0  conda-forge         
## fastparquet                    0.4.1  py37hf1fa96c_0  pkgs/main           
## fastparquet                    0.4.1  py38h9c4ca6c_0  conda-forge         
## fastparquet                    0.4.1  py38hf1fa96c_0  pkgs/main           
## fastparquet                    0.4.2  py36he3068b8_0  pkgs/main           
## fastparquet                    0.4.2  py37he3068b8_0  pkgs/main           
## fastparquet                    0.4.2  py38he3068b8_0  pkgs/main           
## fastparquet                    0.5.0 py310h4e76f89_1  pkgs/main           
## fastparquet                    0.5.0 py310h4e76f89_2  pkgs/main           
## fastparquet                    0.5.0  py36h809c706_0  conda-forge         
## fastparquet                    0.5.0  py36h962fabe_0  conda-forge         
## fastparquet                    0.5.0  py36h962fabe_1  conda-forge         
## fastparquet                    0.5.0  py36he3068b8_0  pkgs/main           
## fastparquet                    0.5.0  py36he3068b8_1  pkgs/main           
## fastparquet                    0.5.0  py37h37391d0_0  conda-forge         
## fastparquet                    0.5.0  py37h67323c0_2  pkgs/main           
## fastparquet                    0.5.0  py37h9f9e6dc_0  conda-forge         
## fastparquet                    0.5.0  py37h9f9e6dc_1  conda-forge         
## fastparquet                    0.5.0  py37he3068b8_0  pkgs/main           
## fastparquet                    0.5.0  py37he3068b8_1  pkgs/main           
## fastparquet                    0.5.0  py38h67323c0_2  pkgs/main           
## fastparquet                    0.5.0  py38h8cc9b4f_0  conda-forge         
## fastparquet                    0.5.0  py38h8cc9b4f_1  conda-forge         
## fastparquet                    0.5.0  py38hc7193ba_0  conda-forge         
## fastparquet                    0.5.0  py38he3068b8_0  pkgs/main           
## fastparquet                    0.5.0  py38he3068b8_1  pkgs/main           
## fastparquet                    0.5.0  py39h67323c0_2  pkgs/main           
## fastparquet                    0.5.0  py39hc89836e_1  conda-forge         
## fastparquet                    0.5.0  py39he3068b8_0  pkgs/main           
## fastparquet                    0.5.0  py39he3068b8_1  pkgs/main           
## fastparquet                    0.6.0  py36hab44bd3_0  conda-forge         
## fastparquet                    0.6.0  py37h238668a_0  conda-forge         
## fastparquet                    0.6.0  py38h0793694_0  conda-forge         
## fastparquet                    0.6.0  py39hc89836e_0  conda-forge         
## fastparquet                    0.6.1  py36hab44bd3_0  conda-forge         
## fastparquet                    0.6.1  py37h238668a_0  conda-forge         
## fastparquet                    0.6.1  py38h0793694_0  conda-forge         
## fastparquet                    0.6.1  py39hc89836e_0  conda-forge         
## fastparquet                    0.6.2  py36hab44bd3_0  conda-forge         
## fastparquet                    0.6.2  py37h238668a_0  conda-forge         
## fastparquet                    0.6.2  py38h0793694_0  conda-forge         
## fastparquet                    0.6.2  py39hc89836e_0  conda-forge         
## fastparquet                    0.6.3  py36hab44bd3_0  conda-forge         
## fastparquet                    0.6.3  py37h238668a_0  conda-forge         
## fastparquet                    0.6.3  py38h0793694_0  conda-forge         
## fastparquet                    0.6.3  py39hc89836e_0  conda-forge         
## fastparquet                    0.7.0  py36hab44bd3_0  conda-forge         
## fastparquet                    0.7.0  py36hab44bd3_1  conda-forge         
## fastparquet                    0.7.0  py37h238668a_0  conda-forge         
## fastparquet                    0.7.0  py37h238668a_1  conda-forge         
## fastparquet                    0.7.0  py38h0793694_0  conda-forge         
## fastparquet                    0.7.0  py38h0793694_1  conda-forge         
## fastparquet                    0.7.0  py39hc89836e_0  conda-forge         
## fastparquet                    0.7.0  py39hc89836e_1  conda-forge         
## fastparquet                    0.7.1  py36h5f094cf_0  conda-forge         
## fastparquet                    0.7.1  py37h032687b_0  conda-forge         
## fastparquet                    0.7.1  py38hbe852b5_0  conda-forge         
## fastparquet                    0.7.1  py39hc89836e_0  conda-forge         
## fastparquet                    0.7.2 py310h81f86ea_1  conda-forge         
## fastparquet                    0.7.2  py37h032687b_0  conda-forge         
## fastparquet                    0.7.2  py37h032687b_1  conda-forge         
## fastparquet                    0.7.2  py38hbe852b5_0  conda-forge         
## fastparquet                    0.7.2  py38hbe852b5_1  conda-forge         
## fastparquet                    0.7.2  py39hc89836e_0  conda-forge         
## fastparquet                    0.7.2  py39hc89836e_1  conda-forge         
## fastparquet                    0.8.0 py310h81f86ea_1  conda-forge         
## fastparquet                    0.8.0  py37h032687b_1  conda-forge         
## fastparquet                    0.8.0  py38hbe852b5_1  conda-forge         
## fastparquet                    0.8.0  py39hc89836e_1  conda-forge         
## fastparquet                    0.8.1 py310h1bbcd0e_0  conda-forge         
## fastparquet                    0.8.1  py37h4de8ad1_0  conda-forge         
## fastparquet                    0.8.1  py38hc1426ef_0  conda-forge         
## fastparquet                    0.8.1  py39h15b18c7_0  conda-forge         
## fastparquet                    0.8.2 py310h936d966_0  conda-forge         
## fastparquet                    0.8.2  py38hcaa9652_0  conda-forge         
## fastparquet                    0.8.2  py39hf53a84f_0  conda-forge         
## fastparquet                    0.8.3 py310h936d966_0  conda-forge         
## fastparquet                    0.8.3  py38hcaa9652_0  conda-forge         
## fastparquet                    0.8.3  py39hf53a84f_0  conda-forge         
## fastpath                         1.9 py310he24745e_1  conda-forge         
## fastpath                         1.9  py36hfa26744_0  conda-forge         
## fastpath                         1.9  py37h271585c_0  conda-forge         
## fastpath                         1.9  py37h271585c_1  conda-forge         
## fastpath                         1.9  py38h96a0964_0  conda-forge         
## fastpath                         1.9  py38h96a0964_1  conda-forge         
## fastpath                         1.9  py39h89e85a6_0  conda-forge         
## fastpath                         1.9  py39h89e85a6_1  conda-forge         
## fastphylo                      1.0.3               0  bioconda            
## fastphylo                      1.0.3      h3254a9a_4  bioconda            
## fastphylo                      1.0.3      h35667a8_5  bioconda            
## fastphylo                      1.0.3      h769a614_1  bioconda            
## fastphylo                      1.0.3      hb12eceb_3  bioconda            
## fastphylo                      1.0.3      hbd21fb3_2  bioconda            
## fastprogress                   0.2.3            py_0  conda-forge         
## fastprogress                   0.2.4            py_0  conda-forge         
## fastprogress                   0.2.5            py_0  conda-forge         
## fastprogress                   0.2.6            py_0  conda-forge         
## fastprogress                   1.0.0            py_0  conda-forge         
## fastprogress                   1.0.0    pyhb85f177_0  pkgs/main           
## fastprogress                   1.0.2    pyhd8ed1ab_0  conda-forge         
## fastprogress                   1.0.3    pyhd8ed1ab_0  conda-forge         
## fastq-and-furious              0.1.0          py35_0  bioconda            
## fastq-and-furious              0.1.0          py36_0  bioconda            
## fastq-and-furious              0.2.0          py35_0  bioconda            
## fastq-and-furious              0.2.0  py35h470a237_1  bioconda            
## fastq-and-furious              0.2.0          py36_0  bioconda            
## fastq-and-furious              0.2.0  py36h470a237_1  bioconda            
## fastq-and-furious              0.3.0  py36h01d97ff_0  bioconda            
## fastq-and-furious              0.3.0  py37h01d97ff_0  bioconda            
## fastq-and-furious              0.3.1  py36h01d97ff_0  bioconda            
## fastq-and-furious              0.3.1  py36ha714b87_2  bioconda            
## fastq-and-furious              0.3.1  py36hb5a9481_3  bioconda            
## fastq-and-furious              0.3.1  py36he651532_1  bioconda            
## fastq-and-furious              0.3.1  py37h01d97ff_0  bioconda            
## fastq-and-furious              0.3.1  py37h819e570_2  bioconda            
## fastq-and-furious              0.3.1  py37h8dbb1ac_3  bioconda            
## fastq-and-furious              0.3.1  py37hea0d0e9_1  bioconda            
## fastq-and-furious              0.3.1  py38h431a6f7_3  bioconda            
## fastq-and-furious              0.3.1  py38h68004ad_2  bioconda            
## fastq-and-furious              0.3.1  py38h771b250_1  bioconda            
## fastq-and-furious              0.3.1  py39h7222f55_3  bioconda            
## fastq-and-furious              0.3.1  py39ha492530_2  bioconda            
## fastq-and-furious              0.3.2  py36hb5a9481_0  bioconda            
## fastq-and-furious              0.3.2  py37h8dbb1ac_0  bioconda            
## fastq-and-furious              0.3.2  py38h431a6f7_0  bioconda            
## fastq-and-furious              0.3.2  py39h7222f55_0  bioconda            
## fastq-anonymous                1.0.1          py35_0  bioconda            
## fastq-anonymous                1.0.1          py35_1  bioconda            
## fastq-anonymous                1.0.1          py36_0  bioconda            
## fastq-anonymous                1.0.1          py36_1  bioconda            
## fastq-anonymous                1.0.1            py_2  bioconda            
## fastq-count                    0.1.0      h0b31af3_1  bioconda            
## fastq-count                    0.1.0      h1de35cc_0  bioconda            
## fastq-count                    0.1.0      ha5712d3_3  bioconda            
## fastq-count                    0.1.0      hb4d813b_2  bioconda            
## fastq-dl                       1.0.0               0  bioconda            
## fastq-dl                       1.0.1               0  bioconda            
## fastq-dl                       1.0.2               0  bioconda            
## fastq-dl                       1.0.3               0  bioconda            
## fastq-dl                       1.0.4               0  bioconda            
## fastq-dl                       1.0.5               0  bioconda            
## fastq-dl                       1.0.6               0  bioconda            
## fastq-dl                       1.0.6      hdfd78af_1  bioconda            
## fastq-dl                       1.1.0      hdfd78af_0  bioconda            
## fastq-dl                       1.1.1      hdfd78af_0  bioconda            
## fastq-filter                   0.1.0  py39hb4d813b_0  bioconda            
## fastq-filter                   0.1.1  py38h431a6f7_2  bioconda            
## fastq-filter                   0.1.1  py38h68004ad_1  bioconda            
## fastq-filter                   0.1.1  py39h7222f55_2  bioconda            
## fastq-filter                   0.1.1  py39ha492530_1  bioconda            
## fastq-filter                   0.1.1  py39hb4d813b_0  bioconda            
## fastq-filter                   0.2.0  py38h431a6f7_0  bioconda            
## fastq-filter                   0.2.0  py39h7222f55_0  bioconda            
## fastq-filter                   0.3.0 py310hd528523_0  bioconda            
## fastq-filter                   0.3.0  py38h431a6f7_0  bioconda            
## fastq-filter                   0.3.0  py39h7222f55_0  bioconda            
## fastq-join                     1.3.1               1  bioconda            
## fastq-join                     1.3.1               2  bioconda            
## fastq-join                     1.3.1      ha1b3eb9_3  bioconda            
## fastq-join                     1.3.1      hb280591_4  bioconda            
## fastq-join                     1.3.1      hcd10b59_5  bioconda            
## fastq-multx                    1.3.0               1  bioconda            
## fastq-multx                    1.3.0               2  bioconda            
## fastq-multx                    1.3.1               2  bioconda            
## fastq-multx                    1.3.1      h470a237_3  bioconda            
## fastq-multx                    1.4.0      ha1b3eb9_0  bioconda            
## fastq-multx                    1.4.2      ha1b3eb9_0  bioconda            
## fastq-multx                    1.4.2      hb280591_1  bioconda            
## fastq-multx                    1.4.2      hcd10b59_2  bioconda            
## fastq-pair                       1.0      h0a44026_0  bioconda            
## fastq-pair                       1.0      h4a8c4bd_1  bioconda            
## fastq-pair                       1.0      h589c0e0_2  bioconda            
## fastq-pair                       1.0      h9722bc1_3  bioconda            
## fastq-scan                       0.2      h2d50403_0  bioconda            
## fastq-scan                       0.3      h04f5b5a_1  bioconda            
## fastq-scan                       0.3      h2d50403_0  bioconda            
## fastq-scan                     0.4.0      h770b8ee_0  bioconda            
## fastq-scan                     0.4.1      h770b8ee_0  bioconda            
## fastq-scan                     0.4.2      h770b8ee_0  bioconda            
## fastq-scan                     0.4.3      ha1b3eb9_0  bioconda            
## fastq-scan                     0.4.3      hb280591_1  bioconda            
## fastq-scan                     0.4.4      hb280591_0  bioconda            
## fastq-scan                     0.4.4      hb280591_1  bioconda            
## fastq-scan                     1.0.0      hb280591_0  bioconda            
## fastq-scan                     1.0.0      hcd10b59_1  bioconda            
## fastq-screen                   0.5.2               1  bioconda            
## fastq-screen                  0.11.1      pl5.22.0_0  bioconda            
## fastq-screen                  0.11.1      pl5.22.0_1  bioconda            
## fastq-screen                  0.11.3      pl5.22.0_0  bioconda            
## fastq-screen                  0.11.3         pl526_1  bioconda            
## fastq-screen                  0.13.0         pl526_0  bioconda            
## fastq-screen                  0.13.0         pl526_1  bioconda            
## fastq-screen                  0.14.0 pl5262hdfd78af_1  bioconda            
## fastq-screen                  0.14.0         pl526_0  bioconda            
## fastq-screen                  0.14.0 pl5321hdfd78af_2  bioconda            
## fastq-screen                  0.15.2 pl5321hdfd78af_0  bioconda            
## fastq-tools                      0.8               0  bioconda            
## fastq-tools                      0.8               1  bioconda            
## fastq-tools                      0.8      ha92aebf_2  bioconda            
## fastq-tools                      0.8      hbbe82c9_3  bioconda            
## fastq-tools                    0.8.1      hbbe82c9_0  bioconda            
## fastq-tools                    0.8.3      ha839d4b_2  bioconda            
## fastq-tools                    0.8.3      hbbe82c9_0  bioconda            
## fastq-tools                    0.8.3      hfa5225b_1  bioconda            
## fastq_utils                   0.18.2      ha6d3ead_1  bioconda            
## fastq_utils                   0.19.2      ha6d3ead_0  bioconda            
## fastq_utils                   0.19.3      ha6d3ead_0  bioconda            
## fastq_utils                   0.20.0      hde3816f_0  bioconda            
## fastq_utils                   0.21.0      hde3816f_0  bioconda            
## fastq_utils                   0.22.0      hde3816f_0  bioconda            
## fastq_utils                   0.22.1      hde3816f_0  bioconda            
## fastq_utils                   0.23.0      hde3816f_0  bioconda            
## fastq_utils                   0.24.0      h39fbcd9_0  bioconda            
## fastq_utils                   0.24.1      h39fbcd9_0  bioconda            
## fastq_utils                   0.24.1      h96d0757_1  bioconda            
## fastq_utils                   0.25.1      h365c1c9_0  bioconda            
## fastq_utils                   0.25.1      hb42cafa_1  bioconda            
## fastqc                        0.10.1               0  bioconda            
## fastqc                        0.10.1               1  bioconda            
## fastqc                        0.11.2               1  bioconda            
## fastqc                        0.11.2      pl5.22.0_0  bioconda            
## fastqc                        0.11.3               0  bioconda            
## fastqc                        0.11.3               1  bioconda            
## fastqc                        0.11.4               1  bioconda            
## fastqc                        0.11.4               2  bioconda            
## fastqc                        0.11.5               1  bioconda            
## fastqc                        0.11.5               4  bioconda            
## fastqc                        0.11.5      hdfd78af_5  bioconda            
## fastqc                        0.11.5      pl5.22.0_2  bioconda            
## fastqc                        0.11.5      pl5.22.0_3  bioconda            
## fastqc                        0.11.6               2  bioconda            
## fastqc                        0.11.6      pl5.22.0_0  bioconda            
## fastqc                        0.11.6      pl5.22.0_1  bioconda            
## fastqc                        0.11.7               4  bioconda            
## fastqc                        0.11.7               5  bioconda            
## fastqc                        0.11.7               6  bioconda            
## fastqc                        0.11.7      hdfd78af_7  bioconda            
## fastqc                        0.11.7      pl5.22.0_0  bioconda            
## fastqc                        0.11.7      pl5.22.0_2  bioconda            
## fastqc                        0.11.8               0  bioconda            
## fastqc                        0.11.8               1  bioconda            
## fastqc                        0.11.8               2  bioconda            
## fastqc                        0.11.9               0  bioconda            
## fastqc                        0.11.9      hdfd78af_1  bioconda            
## fastqc-rs                      0.1.0      h803651c_0  bioconda            
## fastqc-rs                      0.2.0      h803651c_0  bioconda            
## fastqc-rs                      0.2.1      h803651c_0  bioconda            
## fastqc-rs                      0.2.1      hbc51a4c_1  bioconda            
## fastqc-rs                      0.2.1      hbc51a4c_2  bioconda            
## fastqc-rs                      0.2.2      hbc51a4c_0  bioconda            
## fastqc-rs                      0.3.0      hd729d82_0  bioconda            
## fastqc-rs                      0.3.1      h142db9d_1  bioconda            
## fastqc-rs                      0.3.1      hd729d82_0  bioconda            
## fastqc-rs                      0.3.2      h142db9d_0  bioconda            
## fastqc-rs                      0.3.2      h142db9d_1  bioconda            
## fastqe                         0.1.1          py27_0  bioconda            
## fastqe                         0.1.1          py35_0  bioconda            
## fastqe                         0.1.1          py36_0  bioconda            
## fastqe                         0.1.1            py_1  bioconda            
## fastqe                         0.2.6    pyh864c0ab_0  bioconda            
## fastqe                         0.2.7    pyh5e36f6f_0  bioconda            
## fastqmetrics                   0.1.0          py35_0  bioconda            
## fastqmetrics                   0.1.0          py35_1  bioconda            
## fastqmetrics                   0.1.0          py36_0  bioconda            
## fastqmetrics                   0.1.0          py36_1  bioconda            
## fastqmetrics                   0.1.0            py_2  bioconda            
## fastqpuri                      1.0.5  r351hfabea4d_3  bioconda            
## fastqpuri                      1.0.5  r351hfabea4d_5  bioconda            
## fastqpuri                     1.0.6b  r351hfabea4d_7  bioconda            
## fastqpuri                      1.0.6  r351hfabea4d_6  bioconda            
## fastqpuri                      1.0.7  r351hfabea4d_0  bioconda            
## fastqpuri                      1.0.7   r40h977ceac_1  bioconda            
## fastqpuri                      1.0.7   r40he23eb85_2  bioconda            
## fastqpuri                      1.0.7   r41h516f2a5_4  bioconda            
## fastqpuri                      1.0.7   r41he23eb85_3  bioconda            
## fastqsplitter                  1.0.0            py_0  bioconda            
## fastqsplitter                  1.1.0  py36h01d97ff_1  bioconda            
## fastqsplitter                  1.1.0  py37h01d97ff_0  bioconda            
## fastqsplitter                  1.1.0  py37h01d97ff_1  bioconda            
## fastqsplitter                  1.2.0 py310hd528523_3  bioconda            
## fastqsplitter                  1.2.0  py36h01d97ff_0  bioconda            
## fastqsplitter                  1.2.0  py36ha714b87_2  bioconda            
## fastqsplitter                  1.2.0  py36hb5a9481_3  bioconda            
## fastqsplitter                  1.2.0  py36he651532_1  bioconda            
## fastqsplitter                  1.2.0  py37h01d97ff_0  bioconda            
## fastqsplitter                  1.2.0  py37h819e570_2  bioconda            
## fastqsplitter                  1.2.0  py37h8dbb1ac_3  bioconda            
## fastqsplitter                  1.2.0  py37hea0d0e9_1  bioconda            
## fastqsplitter                  1.2.0  py38h431a6f7_3  bioconda            
## fastqsplitter                  1.2.0  py38h68004ad_2  bioconda            
## fastqsplitter                  1.2.0  py38h771b250_1  bioconda            
## fastqsplitter                  1.2.0  py39h7222f55_3  bioconda            
## fastqsplitter                  1.2.0  py39ha492530_2  bioconda            
## fastqtk                         0.27      hb8176d5_1  bioconda            
## fastqtk                         0.27      hfd59bb5_0  bioconda            
## fastreg                          1.0    pyhd8ed1ab_0  conda-forge         
## fastremap                     1.12.2 py310h509978a_1  conda-forge         
## fastremap                     1.12.2 py310h5f0db6a_2  conda-forge         
## fastremap                     1.12.2 py310h84c6d00_2  conda-forge         
## fastremap                     1.12.2  py37h326c9ff_0  conda-forge         
## fastremap                     1.12.2  py37h326c9ff_1  conda-forge         
## fastremap                     1.12.2  py37hc08ad63_2  conda-forge         
## fastremap                     1.12.2  py37hf1bba82_2  conda-forge         
## fastremap                     1.12.2  py38h4bac86a_2  conda-forge         
## fastremap                     1.12.2  py38h63108dd_2  conda-forge         
## fastremap                     1.12.2  py38h9f7ba88_2  conda-forge         
## fastremap                     1.12.2  py38ha47dcfc_2  conda-forge         
## fastremap                     1.12.2  py38hb0f0857_0  conda-forge         
## fastremap                     1.12.2  py38hb0f0857_1  conda-forge         
## fastremap                     1.12.2  py39ha1f3e3e_0  conda-forge         
## fastremap                     1.12.2  py39ha1f3e3e_1  conda-forge         
## fastremap                     1.12.2  py39hb5e4067_2  conda-forge         
## fastremap                     1.12.2  py39hce1736a_2  conda-forge         
## fastremap                     1.12.2  py39hd2aec9c_2  conda-forge         
## fastremap                     1.12.2  py39hdd8ae6b_2  conda-forge         
## fastremap                     1.13.2 py310h5f0db6a_0  conda-forge         
## fastremap                     1.13.2  py37hc08ad63_0  conda-forge         
## fastremap                     1.13.2  py38h63108dd_0  conda-forge         
## fastremap                     1.13.2  py38h9f7ba88_0  conda-forge         
## fastremap                     1.13.2  py39hce1736a_0  conda-forge         
## fastremap                     1.13.2  py39hdd8ae6b_0  conda-forge         
## fastremap                     1.13.3 py310h93b02fd_0  conda-forge         
## fastremap                     1.13.3  py37h11936bc_0  conda-forge         
## fastremap                     1.13.3  py38h6d03169_0  conda-forge         
## fastremap                     1.13.3  py38hd400a9d_0  conda-forge         
## fastremap                     1.13.3  py39h66d191c_0  conda-forge         
## fastremap                     1.13.3  py39hdb5fc4b_0  conda-forge         
## fastrlock                        0.3  py27h0a44026_0  pkgs/main           
## fastrlock                        0.3  py35h0a44026_0  pkgs/main           
## fastrlock                        0.3  py36h0a44026_0  pkgs/main           
## fastrlock                        0.3  py37h0a44026_0  pkgs/main           
## fastrlock                        0.4  py27h0a44026_0  pkgs/main           
## fastrlock                        0.4 py27h0a44026_1000  conda-forge         
## fastrlock                        0.4 py27h4a8c4bd_1000  conda-forge         
## fastrlock                        0.4 py27hde1d37b_1001  conda-forge         
## fastrlock                        0.4  py27hfc679d8_0  conda-forge         
## fastrlock                        0.4  py35h0a44026_0  pkgs/main           
## fastrlock                        0.4  py35hfc679d8_0  conda-forge         
## fastrlock                        0.4 py36h0130604_1001  conda-forge         
## fastrlock                        0.4  py36h0a44026_0  pkgs/main           
## fastrlock                        0.4 py36h0a44026_1000  conda-forge         
## fastrlock                        0.4 py36h176e57e_1001  conda-forge         
## fastrlock                        0.4 py36h4a8c4bd_1000  conda-forge         
## fastrlock                        0.4  py36hfc679d8_0  conda-forge         
## fastrlock                        0.4  py37h0a44026_0  pkgs/main           
## fastrlock                        0.4 py37h0a44026_1000  conda-forge         
## fastrlock                        0.4 py37h4a8c4bd_1000  conda-forge         
## fastrlock                        0.4 py37h570ac47_1001  conda-forge         
## fastrlock                        0.4  py37hfc679d8_0  conda-forge         
## fastrlock                        0.4  py38h0a44026_0  pkgs/main           
## fastrlock                        0.4 py38h4a8c4bd_1000  conda-forge         
## fastrlock                        0.4 py38hc84c608_1001  conda-forge         
## fastrlock                        0.5 py310he9d5cce_0  pkgs/main           
## fastrlock                        0.5  py36h0130604_0  conda-forge         
## fastrlock                        0.5  py36h176e57e_0  conda-forge         
## fastrlock                        0.5  py36h22858aa_2  conda-forge         
## fastrlock                        0.5  py36h27176af_1  conda-forge         
## fastrlock                        0.5  py36h704b0d9_2  conda-forge         
## fastrlock                        0.5  py36hb1e8313_0  pkgs/main           
## fastrlock                        0.5  py36hf8241e8_1  conda-forge         
## fastrlock                        0.5  py37h0d3f06a_2  conda-forge         
## fastrlock                        0.5  py37h54c7649_2  conda-forge         
## fastrlock                        0.5  py37h570ac47_0  conda-forge         
## fastrlock                        0.5  py37hb1e8313_0  pkgs/main           
## fastrlock                        0.5  py37hdadc0f0_1  conda-forge         
## fastrlock                        0.5  py38h0a5c65b_2  conda-forge         
## fastrlock                        0.5  py38h11c0d25_1  conda-forge         
## fastrlock                        0.5  py38hb1e8313_0  pkgs/main           
## fastrlock                        0.5  py38hc84c608_0  conda-forge         
## fastrlock                        0.5  py39h81cd7d3_2  conda-forge         
## fastrlock                        0.5  py39ha36be7a_1  conda-forge         
## fastrlock                        0.5  py39hb1e8313_0  pkgs/main           
## fastrlock                        0.6  py36h23ab428_0  pkgs/main           
## fastrlock                        0.6  py36h8e3f739_0  conda-forge         
## fastrlock                        0.6  py36hefe7e0e_0  conda-forge         
## fastrlock                        0.6  py36hefe7e0e_1  conda-forge         
## fastrlock                        0.6  py37h23ab428_0  pkgs/main           
## fastrlock                        0.6  py37ha70e663_0  conda-forge         
## fastrlock                        0.6  py37ha70e663_1  conda-forge         
## fastrlock                        0.6  py37hd8d24ac_0  conda-forge         
## fastrlock                        0.6  py37hd8d24ac_1  conda-forge         
## fastrlock                        0.6  py38h23ab428_0  pkgs/main           
## fastrlock                        0.6  py38ha048514_0  conda-forge         
## fastrlock                        0.6  py38ha048514_1  conda-forge         
## fastrlock                        0.6  py39h23ab428_0  pkgs/main           
## fastrlock                        0.6  py39h9fcab8e_0  conda-forge         
## fastrlock                        0.6  py39h9fcab8e_1  conda-forge         
## fastrlock                        0.7  py37ha70e663_0  conda-forge         
## fastrlock                        0.7  py37hd8d24ac_0  conda-forge         
## fastrlock                        0.7  py38ha048514_0  conda-forge         
## fastrlock                        0.7  py39h9fcab8e_0  conda-forge         
## fastrlock                        0.8 py310h9d931ec_1  conda-forge         
## fastrlock                        0.8 py310h9d931ec_2  conda-forge         
## fastrlock                        0.8 py310hba3363e_1  conda-forge         
## fastrlock                        0.8  py37h0582d14_1  conda-forge         
## fastrlock                        0.8  py37h0582d14_2  conda-forge         
## fastrlock                        0.8  py37h3f48d28_1  conda-forge         
## fastrlock                        0.8  py37ha70e663_0  conda-forge         
## fastrlock                        0.8  py37ha70e663_1  conda-forge         
## fastrlock                        0.8  py37hd8d24ac_0  conda-forge         
## fastrlock                        0.8  py37hd8d24ac_1  conda-forge         
## fastrlock                        0.8  py38h038c8f4_1  conda-forge         
## fastrlock                        0.8  py38h038c8f4_2  conda-forge         
## fastrlock                        0.8  py38ha048514_0  conda-forge         
## fastrlock                        0.8  py38ha048514_1  conda-forge         
## fastrlock                        0.8  py38hf1f1e57_2  conda-forge         
## fastrlock                        0.8  py39h9dae540_2  conda-forge         
## fastrlock                        0.8  py39h9fcab8e_0  conda-forge         
## fastrlock                        0.8  py39h9fcab8e_1  conda-forge         
## fastrlock                        0.8  py39hfd1d529_1  conda-forge         
## fastrlock                        0.8  py39hfd1d529_2  conda-forge         
## fastscape                 0.1.0alpha            py_0  conda-forge         
## fastscape                  0.1.0beta            py_0  conda-forge         
## fastscape                 0.1.0beta3    pyhd8ed1ab_0  conda-forge         
## fastscapelib                   0.1.2      h2d50403_0  conda-forge         
## fastscapelib                   0.1.2      h2d50403_1  conda-forge         
## fastscapelib                   0.1.2      h2d50403_2  conda-forge         
## fastscapelib                   0.1.3   h04f5b5a_1000  conda-forge         
## fastscapelib                   0.1.3      h2d50403_0  conda-forge         
## fastscapelib-f2py              2.7.0  py27h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.7.0  py27h2cdb68b_1  conda-forge         
## fastscapelib-f2py              2.7.0  py27hb7221d7_1  conda-forge         
## fastscapelib-f2py              2.7.0  py36h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.7.0  py36h2cdb68b_1  conda-forge         
## fastscapelib-f2py              2.7.0  py36hb7221d7_1  conda-forge         
## fastscapelib-f2py              2.7.0  py37h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.7.0  py37h2cdb68b_1  conda-forge         
## fastscapelib-f2py              2.7.0  py37hb7221d7_1  conda-forge         
## fastscapelib-f2py              2.8.0  py27h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.8.0  py27hb7221d7_0  conda-forge         
## fastscapelib-f2py              2.8.0  py36h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.8.0  py36hb7221d7_0  conda-forge         
## fastscapelib-f2py              2.8.0  py37h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.8.0  py37hb7221d7_0  conda-forge         
## fastscapelib-f2py              2.8.1  py27h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.8.1  py27hb7221d7_0  conda-forge         
## fastscapelib-f2py              2.8.1  py36h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.8.1  py36hb7221d7_0  conda-forge         
## fastscapelib-f2py              2.8.1  py37h2cdb68b_0  conda-forge         
## fastscapelib-f2py              2.8.1  py37hb7221d7_0  conda-forge         
## fastscapelib-f2py              2.8.2 py310h55ae80b_4  conda-forge         
## fastscapelib-f2py              2.8.2 py310hc854d1e_5  conda-forge         
## fastscapelib-f2py              2.8.2 py310hff4b7ff_3  conda-forge         
## fastscapelib-f2py              2.8.2  py36h46d3218_0  conda-forge         
## fastscapelib-f2py              2.8.2  py36hb3cbd91_2  conda-forge         
## fastscapelib-f2py              2.8.2  py36hee68370_1  conda-forge         
## fastscapelib-f2py              2.8.2  py36hee68370_2  conda-forge         
## fastscapelib-f2py              2.8.2  py37h061bdfa_0  conda-forge         
## fastscapelib-f2py              2.8.2  py37h4b3b0b7_1  conda-forge         
## fastscapelib-f2py              2.8.2  py37h4b3b0b7_2  conda-forge         
## fastscapelib-f2py              2.8.2  py37h7493c67_5  conda-forge         
## fastscapelib-f2py              2.8.2  py37h783e415_2  conda-forge         
## fastscapelib-f2py              2.8.2  py37h78b68d3_4  conda-forge         
## fastscapelib-f2py              2.8.2  py37hdbcca98_3  conda-forge         
## fastscapelib-f2py              2.8.2  py38h3e668d5_2  conda-forge         
## fastscapelib-f2py              2.8.2  py38h5e436db_4  conda-forge         
## fastscapelib-f2py              2.8.2  py38h89bc976_5  conda-forge         
## fastscapelib-f2py              2.8.2  py38h9d6d6d2_1  conda-forge         
## fastscapelib-f2py              2.8.2  py38h9d6d6d2_2  conda-forge         
## fastscapelib-f2py              2.8.2  py38hcf7560d_0  conda-forge         
## fastscapelib-f2py              2.8.2  py38hdbaa049_3  conda-forge         
## fastscapelib-f2py              2.8.2  py39h70c5cf5_3  conda-forge         
## fastscapelib-f2py              2.8.2  py39h96cb1c3_2  conda-forge         
## fastscapelib-f2py              2.8.2  py39h9d06488_5  conda-forge         
## fastscapelib-f2py              2.8.2  py39ha6e528e_1  conda-forge         
## fastscapelib-f2py              2.8.2  py39ha6e528e_2  conda-forge         
## fastscapelib-f2py              2.8.2  py39hf53bdd5_4  conda-forge         
## fastscapelib-python            0.1.2  py27hf8a1672_0  conda-forge         
## fastscapelib-python            0.1.2  py27hf8a1672_1  conda-forge         
## fastscapelib-python            0.1.2  py27hf8a1672_2  conda-forge         
## fastscapelib-python            0.1.2  py35hf8a1672_0  conda-forge         
## fastscapelib-python            0.1.2  py35hf8a1672_1  conda-forge         
## fastscapelib-python            0.1.2  py35hf8a1672_2  conda-forge         
## fastscapelib-python            0.1.2  py36hf8a1672_0  conda-forge         
## fastscapelib-python            0.1.2  py36hf8a1672_1  conda-forge         
## fastscapelib-python            0.1.2  py36hf8a1672_2  conda-forge         
## fastscapelib-python            0.1.3 py27h1702cab_1000  conda-forge         
## fastscapelib-python            0.1.3  py27hf8a1672_0  conda-forge         
## fastscapelib-python            0.1.3  py35hf8a1672_0  conda-forge         
## fastscapelib-python            0.1.3 py36h1702cab_1000  conda-forge         
## fastscapelib-python            0.1.3  py36hf8a1672_0  conda-forge         
## fastscapelib-python            0.1.3 py37h1702cab_1000  conda-forge         
## fastsimbac           1.0.1_bd3ad13d8f79      h1935f66_1  bioconda            
## fastsimbac           1.0.1_bd3ad13d8f79      h1d10ac9_3  bioconda            
## fastsimbac           1.0.1_bd3ad13d8f79      h6dcb523_0  bioconda            
## fastsimbac           1.0.1_bd3ad13d8f79      heb9f3b0_2  bioconda            
## fastspar                       0.0.6               0  bioconda            
## fastspar                       0.0.9      h719ae3a_0  bioconda            
## fastspar                      0.0.10      h7bf792f_0  bioconda            
## fastspar                      0.0.10      hbd37e43_0  bioconda            
## fastspar                       1.0.0      h45cf1e4_2  bioconda            
## fastspar                       1.0.0      h78172e5_0  bioconda            
## fastspar                       1.0.0      ha633943_3  bioconda            
## fastspar                       1.0.0      hd9a7add_1  bioconda            
## fastsrm                        0.0.3    pyhd8ed1ab_0  conda-forge         
## fastsrm                        0.0.4    pyhd8ed1ab_0  conda-forge         
## faststructure                    1.0  py27h1102388_5  bioconda            
## faststructure                    1.0  py27h24f85c7_3  bioconda            
## faststructure                    1.0  py27h41ccacd_2  bioconda            
## faststructure                    1.0  py27h549429d_0  bioconda            
## faststructure                    1.0  py27h5e764ef_1  bioconda            
## faststructure                    1.0  py27h7c389b3_4  bioconda            
## fasttext                       0.1.0               0  conda-forge         
## fasttext                       0.1.0      hfc679d8_0  conda-forge         
## fasttext                       0.2.0      hfc679d8_0  conda-forge         
## fasttext                       0.9.2      h879752b_0  conda-forge         
## fasttext                       0.9.2      h879752b_1  conda-forge         
## fasttext                       0.9.2 py310h2fea185_3  conda-forge         
## fasttext                       0.9.2 py310h6be76da_4  conda-forge         
## fasttext                       0.9.2  py36hc61eee1_2  conda-forge         
## fasttext                       0.9.2  py37h18621fa_4  conda-forge         
## fasttext                       0.9.2  py37h737db71_2  conda-forge         
## fasttext                       0.9.2  py37h737db71_3  conda-forge         
## fasttext                       0.9.2  py37h7642297_2  conda-forge         
## fasttext                       0.9.2  py37h7642297_3  conda-forge         
## fasttext                       0.9.2  py38h12bbefe_2  conda-forge         
## fasttext                       0.9.2  py38h12bbefe_3  conda-forge         
## fasttext                       0.9.2  py38h8b7791e_4  conda-forge         
## fasttext                       0.9.2  py38hf51e4bd_4  conda-forge         
## fasttext                       0.9.2  py39h7248d28_4  conda-forge         
## fasttext                       0.9.2  py39hb52e438_4  conda-forge         
## fasttext                       0.9.2  py39he3ef294_2  conda-forge         
## fasttext                       0.9.2  py39hf018cea_2  conda-forge         
## fasttext                       0.9.2  py39hf018cea_3  conda-forge         
## fasttree                       2.1.9               1  bioconda            
## fasttree                       2.1.9               2  bioconda            
## fasttree                      2.1.10               0  bioconda            
## fasttree                      2.1.10      h0b31af3_4  bioconda            
## fasttree                      2.1.10      h1de35cc_3  bioconda            
## fasttree                      2.1.10      h470a237_2  bioconda            
## fasttree                      2.1.10      hb4d813b_5  bioconda            
## fasttree                      2.1.10      hb4d813b_6  bioconda            
## fasttree                      2.1.11      hb4d813b_0  bioconda            
## fasttree                      2.1.11      hdcdfbac_1  bioconda            
## fasttreeshap                   0.1.2 py310h35d4979_1  conda-forge         
## fasttreeshap                   0.1.2  py37h5162d28_0  conda-forge         
## fasttreeshap                   0.1.2  py37h5162d28_1  conda-forge         
## fasttreeshap                   0.1.2  py38h16b5ffd_0  conda-forge         
## fasttreeshap                   0.1.2  py38h16b5ffd_1  conda-forge         
## fasttreeshap                   0.1.2  py39h1c15abb_0  conda-forge         
## fasttreeshap                   0.1.2  py39h1c15abb_1  conda-forge         
## fasttsne                       0.2.7  py36h7eb728f_0  conda-forge         
## fasttsne                       0.2.7  py36h7eb728f_1  conda-forge         
## fasttsne                       0.2.9  py36h7eb728f_0  conda-forge         
## fasttsne                      0.2.10  py36h7eb728f_0  conda-forge         
## fasttsne                      0.2.11  py36h7eb728f_0  conda-forge         
## fasttsne                      0.2.12  py36h7eb728f_0  conda-forge         
## fasttsne                      0.2.13  py36h1d22016_1  pkgs/main           
## fasttsne                      0.2.13  py36h7eb728f_0  conda-forge         
## fasttsne                      0.2.13  py36h7eb728f_1  conda-forge         
## fasttsne                      0.2.13  py36h917ab60_1  conda-forge         
## fasttsne                      0.2.13  py37h1d22016_1  pkgs/main           
## fasttsne                      0.2.13  py37h7eb728f_1  conda-forge         
## fasttsne                      0.2.13  py37h917ab60_1  conda-forge         
## fasttsne                      0.2.16  py36h1702cab_0  conda-forge         
## fasttsne                      0.2.16  py36h1702cab_1  conda-forge         
## fasttsne                      0.2.16  py36he2f6252_0  conda-forge         
## fasttsne                      0.2.16  py36hf8a1672_1  conda-forge         
## fasttsne                      0.2.16  py37h1702cab_0  conda-forge         
## fasttsne                      0.2.16  py37h1702cab_1  conda-forge         
## fasttsne                      0.2.16  py37hf8a1672_1  conda-forge         
## fastuniq                         1.1               0  bioconda            
## fastutils                        0.1      h2dec4b4_0  bioconda            
## fastutils                        0.2      h2dec4b4_0  bioconda            
## fastutils                        0.3      h2dec4b4_0  bioconda            
## fastutils                        0.3      h6151dfb_2  bioconda            
## fastutils                        0.3      h87af4ef_1  bioconda            
## fastv                          0.8.1      h6151dfb_2  bioconda            
## fastv                          0.8.1      h7475705_0  bioconda            
## fastv                          0.8.1      h87af4ef_1  bioconda            
## fastwsgi                       0.0.5 py310he24745e_1  conda-forge         
## fastwsgi                       0.0.5  py37h271585c_0  conda-forge         
## fastwsgi                       0.0.5  py37h271585c_1  conda-forge         
## fastwsgi                       0.0.5  py38h96a0964_0  conda-forge         
## fastwsgi                       0.0.5  py38h96a0964_1  conda-forge         
## fastwsgi                       0.0.5  py39h89e85a6_0  conda-forge         
## fastwsgi                       0.0.5  py39h89e85a6_1  conda-forge         
## fastwsgi                       0.0.6 py310h1961e1f_0  conda-forge         
## fastwsgi                       0.0.6 py310h1961e1f_1  conda-forge         
## fastwsgi                       0.0.6  py37h69ee0a8_0  conda-forge         
## fastwsgi                       0.0.6  py37h69ee0a8_1  conda-forge         
## fastwsgi                       0.0.6  py38h4b8594d_1  conda-forge         
## fastwsgi                       0.0.6  py38hed1de0f_0  conda-forge         
## fastwsgi                       0.0.6  py38hed1de0f_1  conda-forge         
## fastwsgi                       0.0.6  py39h1252d8e_1  conda-forge         
## fastwsgi                       0.0.6  py39h63b48b0_0  conda-forge         
## fastwsgi                       0.0.6  py39h63b48b0_1  conda-forge         
## fastx_toolkit                 0.0.14               1  bioconda            
## fastx_toolkit                 0.0.14               2  bioconda            
## fastx_toolkit                 0.0.14               3  bioconda            
## fastx_toolkit                 0.0.14      h589c0e0_9  bioconda            
## fastx_toolkit                 0.0.14      h6de7cb9_8  bioconda            
## fastx_toolkit                 0.0.14      pl5.22.0_4  bioconda            
## fastx_toolkit                 0.0.14      pl5.22.0_5  bioconda

Use conda to search for the ‘fastqc’ package in the bioconda channel:

bash
conda search --channel bioconda fastqc
## Loading channels: ...working... done
## # Name                       Version           Build  Channel             
## fastqc                        0.10.1               0  bioconda            
## fastqc                        0.10.1               1  bioconda            
## fastqc                        0.11.2               1  bioconda            
## fastqc                        0.11.2      pl5.22.0_0  bioconda            
## fastqc                        0.11.3               0  bioconda            
## fastqc                        0.11.3               1  bioconda            
## fastqc                        0.11.4               1  bioconda            
## fastqc                        0.11.4               2  bioconda            
## fastqc                        0.11.5               1  bioconda            
## fastqc                        0.11.5               4  bioconda            
## fastqc                        0.11.5      hdfd78af_5  bioconda            
## fastqc                        0.11.5      pl5.22.0_2  bioconda            
## fastqc                        0.11.5      pl5.22.0_3  bioconda            
## fastqc                        0.11.6               2  bioconda            
## fastqc                        0.11.6      pl5.22.0_0  bioconda            
## fastqc                        0.11.6      pl5.22.0_1  bioconda            
## fastqc                        0.11.7               4  bioconda            
## fastqc                        0.11.7               5  bioconda            
## fastqc                        0.11.7               6  bioconda            
## fastqc                        0.11.7      hdfd78af_7  bioconda            
## fastqc                        0.11.7      pl5.22.0_0  bioconda            
## fastqc                        0.11.7      pl5.22.0_2  bioconda            
## fastqc                        0.11.8               0  bioconda            
## fastqc                        0.11.8               1  bioconda            
## fastqc                        0.11.8               2  bioconda            
## fastqc                        0.11.9               0  bioconda            
## fastqc                        0.11.9      hdfd78af_1  bioconda

In some cases it can be easier to search for a package on the channel website. For the bioconda channel, the package index is available here.

3.6 Installing and updating packages

Environments are not static installations - you can install and update packages as much as you want within them. Very rarely will you create an environment with the exact collection of software and versions required for your project. Instead, you will often go through a process of installing, updating, and removing packages as you determine which are actually needed. The important thing to remember is that once you have finished configuring your environment, save a copy of the environment to a text file for reproducibility.

Activate the ‘bioinfo’ environment:

bash
conda activate bioinfo

Install the ‘cutadapt’ package:

bash
conda install --yes cutadapt
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... failed with initial frozen solve. Retrying with flexible solve.
## Solving environment: ...working... failed with repodata from current_repodata.json, will retry with next repodata source.
## Collecting package metadata (repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bioinfo
## 
##   added / updated specs:
##     - cutadapt
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   cutadapt           bioconda/osx-64::cutadapt-3.5-py36hb5a9481_1
##   dataclasses        conda-forge/noarch::dataclasses-0.8-pyh787bdff_2
##   dnaio              bioconda/osx-64::dnaio-0.6.0-py36ha714b87_0
##   pigz               conda-forge/osx-64::pigz-2.6-h5dbffcc_0
##   xopen              conda-forge/osx-64::xopen-1.1.0-py36h79c6626_0
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## Retrieving notices: ...working... done

Try to update the ‘cutadapt’ package:

bash
conda update --yes cutadapt
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## # All requested packages already installed.
## 
## Retrieving notices: ...working... done

Remove the ‘cutadapt’ package:

bash
conda remove --yes cutadapt
## Collecting package metadata (repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bioinfo
## 
##   removed specs:
##     - cutadapt
## 
## 
## The following packages will be REMOVED:
## 
##   cutadapt-3.5-py36hb5a9481_1
##   dataclasses-0.8-pyh787bdff_2
##   dnaio-0.6.0-py36ha714b87_0
##   lerc-3.0-he49afe7_0
##   libdeflate-1.10-h0d85af4_0
##   pigz-2.6-h5dbffcc_0
##   xopen-1.1.0-py36h79c6626_0
## 
## The following packages will be UPDATED:
## 
##   pip                                   21.2.4-pyhd8ed1ab_0 --> 21.3.1-pyhd8ed1ab_0
##   setuptools                          49.6.0-py36h79c6626_3 --> 58.0.4-py36h79c6626_2
## 
## The following packages will be DOWNGRADED:
## 
##   libtiff                                  4.3.0-hfca7e8f_4 --> 4.2.0-h1167814_3
##   pillow                               8.3.2-py36h950f3bb_0 --> 8.2.0-py36h154fef6_1
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done

Deactivate the environment:

bash
conda deactivate

3.7 Specifying version numbers

Usually you will want to install the latest version of a software package. The latest version typically has more features and any minor bugs will have probably been fixed. However, sometimes you may be required to install a specific version - perhaps even a very old version - because it is the only version compatible with some other piece of software you need to have installed. For example, a software package may be dependent on an older version of a library and hasn’t yet been updated to work with the newer version. To install a specific version of some software, simply write the name of the software followed by a logical operator and then the version number.

Create a new environment with the latest Python installed:

bash
conda create --yes --name pyenv python
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/pyenv
## 
##   added / updated specs:
##     - python
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   bzip2              conda-forge/osx-64::bzip2-1.0.8-h0d85af4_4
##   ca-certificates    conda-forge/osx-64::ca-certificates-2022.9.14-h033912b_0
##   libffi             conda-forge/osx-64::libffi-3.4.2-h0d85af4_5
##   libsqlite          conda-forge/osx-64::libsqlite-3.39.3-ha978bb4_0
##   libzlib            conda-forge/osx-64::libzlib-1.2.12-hfd90126_3
##   ncurses            conda-forge/osx-64::ncurses-6.3-h96cf925_1
##   openssl            conda-forge/osx-64::openssl-3.0.5-hfd90126_2
##   pip                conda-forge/noarch::pip-22.2.2-pyhd8ed1ab_0
##   python             conda-forge/osx-64::python-3.10.6-hc14f532_0_cpython
##   readline           conda-forge/osx-64::readline-8.1.2-h3899abd_0
##   setuptools         conda-forge/noarch::setuptools-65.3.0-pyhd8ed1ab_1
##   tk                 conda-forge/osx-64::tk-8.6.12-h5dbffcc_0
##   tzdata             conda-forge/noarch::tzdata-2022c-h191b570_0
##   wheel              conda-forge/noarch::wheel-0.37.1-pyhd8ed1ab_0
##   xz                 conda-forge/osx-64::xz-5.2.6-h775f41a_0
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## #
## # To activate this environment, use
## #
## #     $ conda activate pyenv
## #
## # To deactivate an active environment, use
## #
## #     $ conda deactivate
## 
## Retrieving notices: ...working... done

Activate the new ‘pyenv’ environment:

bash
conda activate pyenv

Install Python version 3.6:

bash
# Fuzzy matching
conda install --yes python=3.6 # 3.6.0, 3.6.1, 3.6.2, etc.
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/pyenv
## 
##   added / updated specs:
##     - python=3.6
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   certifi            conda-forge/osx-64::certifi-2016.9.26-py36_0
##   libcxx             conda-forge/osx-64::libcxx-14.0.6-hccf4f1f_0
##   python_abi         conda-forge/osx-64::python_abi-3.6-2_cp36m
##   sqlite             conda-forge/osx-64::sqlite-3.39.3-h9ae0607_0
## 
## The following packages will be SUPERSEDED by a higher-priority channel:
## 
##   setuptools         conda-forge/noarch::setuptools-65.3.0~ --> conda-forge/osx-64::setuptools-49.6.0-py36h79c6626_3
## 
## The following packages will be DOWNGRADED:
## 
##   openssl                                  3.0.5-hfd90126_2 --> 1.1.1q-hfe4f2af_0
##   pip                                   22.2.2-pyhd8ed1ab_0 --> 21.2.4-pyhd8ed1ab_0
##   python                          3.10.6-hc14f532_0_cpython --> 3.6.15-haf480d7_0_cpython
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## Retrieving notices: ...working... done

Install Python version 3.8.5:

bash
# Exact matching
conda install --yes python==3.8.5 # 3.8.5
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... failed with initial frozen solve. Retrying with flexible solve.
## Collecting package metadata (repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/pyenv
## 
##   added / updated specs:
##     - python==3.8.5
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   zlib               conda-forge/osx-64::zlib-1.2.12-hfd90126_3
## 
## The following packages will be UPDATED:
## 
##   certifi            conda-forge/osx-64::certifi-2016.9.26~ --> conda-forge/noarch::certifi-2022.9.14-pyhd8ed1ab_0
##   python                          3.6.15-haf480d7_0_cpython --> 3.8.5-h0ed32c4_9_cpython
##   python_abi                                    3.6-2_cp36m --> 3.8-2_cp38
##   setuptools         conda-forge/osx-64::setuptools-49.6.0~ --> conda-forge/noarch::setuptools-65.3.0-pyhd8ed1ab_1
## 
## The following packages will be DOWNGRADED:
## 
##   libffi                                   3.4.2-h0d85af4_5 --> 3.2.1-hb1e8313_1007
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## Retrieving notices: ...working... done

Install Python version 3.6.5 or greater:

bash
# Greater than or equal to matching
conda install --yes "python>=3.6.5" # 3.6.5, 3.6.6, 3.6.7, etc.
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## # All requested packages already installed.
## 
## Retrieving notices: ...working... done

Install Python version 3.8.5 or 3.9.6:

bash
# Logical OR operator matching
conda install --yes "python=3.8.5|3.9.6" # 3.8.5, 3.9.6
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## # All requested packages already installed.
## 
## Retrieving notices: ...working... done

Install any Python version between 3.8.0 and 3.10.0:

bash
# Logical AND operator matching
conda install "python>=3.8|3.10" # 3.8, 3.9, not 3.10
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## # All requested packages already installed.
## 
## Retrieving notices: ...working... done

Deactivate the environment:

bash
conda deactivate

4 Exercises

The exercises below are intended to test your knowledge of using conda for package management. The solution to each exercise is blurred, only after attempting to solve the exercise yourself should you look at the solution. Should you need any help, please ask one of the instructors.

4.1 Exercise 1

Create a new environment named bio-qc with python version 3.6.5 and the following bioinformatics software used for quality control of sequencing reads:

  • cutadapt
  • fastqc
  • seqkit
bash
conda create --yes --name bio-qc python=3.6.5 cutadapt fastqc seqkit
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... failed with repodata from current_repodata.json, will retry with next repodata source.
## Collecting package metadata (repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bio-qc
## 
##   added / updated specs:
##     - cutadapt
##     - fastqc
##     - python=3.6.5
##     - seqkit
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   bzip2              conda-forge/osx-64::bzip2-1.0.8-h0d85af4_4
##   ca-certificates    conda-forge/osx-64::ca-certificates-2022.9.14-h033912b_0
##   cutadapt           bioconda/osx-64::cutadapt-3.5-py36hb5a9481_1
##   dataclasses        conda-forge/noarch::dataclasses-0.8-pyh787bdff_2
##   dnaio              bioconda/osx-64::dnaio-0.6.0-py36ha714b87_0
##   expat              conda-forge/osx-64::expat-2.4.9-hf0c8a7f_0
##   fastqc             bioconda/noarch::fastqc-0.11.9-hdfd78af_1
##   font-ttf-dejavu-s~ conda-forge/noarch::font-ttf-dejavu-sans-mono-2.37-hab24e00_0
##   fontconfig         conda-forge/osx-64::fontconfig-2.14.0-h676cef8_0
##   freetype           conda-forge/osx-64::freetype-2.10.4-h4cff582_1
##   isa-l              conda-forge/osx-64::isa-l-2.30.0-h0d85af4_4
##   libcxx             conda-forge/osx-64::libcxx-14.0.6-hccf4f1f_0
##   libpng             conda-forge/osx-64::libpng-1.6.37-h7cec526_2
##   libzlib            conda-forge/osx-64::libzlib-1.2.11-h6c3fc93_1014
##   ncurses            conda-forge/osx-64::ncurses-6.3-h96cf925_1
##   openjdk            conda-forge/osx-64::openjdk-11.0.9.1-h2292cb8_3
##   openssl            conda-forge/osx-64::openssl-1.0.2u-h0b31af3_0
##   pbzip2             conda-forge/osx-64::pbzip2-1.1.13-h9d27c22_1
##   perl               conda-forge/osx-64::perl-5.32.1-2_h0d85af4_perl5
##   pigz               conda-forge/osx-64::pigz-2.6-h5dbffcc_0
##   pip                conda-forge/noarch::pip-21.3.1-pyhd8ed1ab_0
##   python             conda-forge/osx-64::python-3.6.5-1
##   python-isal        conda-forge/osx-64::python-isal-0.11.1-py36hfa26744_0
##   python_abi         conda-forge/osx-64::python_abi-3.6-2_cp36m
##   readline           conda-forge/osx-64::readline-7.0-hcfe32e1_1001
##   seqkit             bioconda/osx-64::seqkit-2.3.1-h527b516_0
##   setuptools         conda-forge/osx-64::setuptools-58.0.4-py36h79c6626_2
##   sqlite             conda-forge/osx-64::sqlite-3.20.1-0
##   tk                 conda-forge/osx-64::tk-8.6.12-h5dbffcc_0
##   wheel              conda-forge/noarch::wheel-0.37.1-pyhd8ed1ab_0
##   xopen              conda-forge/osx-64::xopen-1.2.0-py36h79c6626_0
##   xz                 conda-forge/osx-64::xz-5.2.6-h775f41a_0
##   zlib               conda-forge/osx-64::zlib-1.2.11-h6c3fc93_1014
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## #
## # To activate this environment, use
## #
## #     $ conda activate bio-qc
## #
## # To deactivate an active environment, use
## #
## #     $ conda deactivate
## 
## Retrieving notices: ...working... done

4.2 Exercise 2

Create a new environment named bio-align with the latest python version and the following bioinformatics software used for alignment of sequencing reads:

  • bwa (version greater than or equal to 0.7.4)
  • bowtie2 version (version 2.3.5 or 2.4.1)
bash
conda create --yes --name bio-align "bwa>=0.7.4" "bowtie2=2.3.5|2.4.1"
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bio-align
## 
##   added / updated specs:
##     - bowtie2[version='=2.3.5|2.4.1']
##     - bwa[version='>=0.7.4']
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   bowtie2            bioconda/osx-64::bowtie2-2.3.5.1-py37h2dec4b4_0
##   bwa                bioconda/osx-64::bwa-0.7.17-h1f540d2_9
##   ca-certificates    conda-forge/osx-64::ca-certificates-2022.9.14-h033912b_0
##   libcxx             conda-forge/osx-64::libcxx-14.0.6-hccf4f1f_0
##   libffi             conda-forge/osx-64::libffi-3.4.2-h0d85af4_5
##   libsqlite          conda-forge/osx-64::libsqlite-3.39.3-ha978bb4_0
##   libzlib            conda-forge/osx-64::libzlib-1.2.12-hfd90126_3
##   ncurses            conda-forge/osx-64::ncurses-6.3-h96cf925_1
##   openssl            conda-forge/osx-64::openssl-3.0.5-hfd90126_2
##   perl               conda-forge/osx-64::perl-5.32.1-2_h0d85af4_perl5
##   pip                conda-forge/noarch::pip-22.2.2-pyhd8ed1ab_0
##   python             conda-forge/osx-64::python-3.7.12-hf3644f1_100_cpython
##   python_abi         conda-forge/osx-64::python_abi-3.7-2_cp37m
##   readline           conda-forge/osx-64::readline-8.1.2-h3899abd_0
##   setuptools         conda-forge/osx-64::setuptools-65.3.0-py37hf985489_0
##   sqlite             conda-forge/osx-64::sqlite-3.39.3-h9ae0607_0
##   tbb                conda-forge/osx-64::tbb-2020.2-h940c156_4
##   tk                 conda-forge/osx-64::tk-8.6.12-h5dbffcc_0
##   wheel              conda-forge/noarch::wheel-0.37.1-pyhd8ed1ab_0
##   xz                 conda-forge/osx-64::xz-5.2.6-h775f41a_0
##   zlib               conda-forge/osx-64::zlib-1.2.12-hfd90126_3
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## #
## # To activate this environment, use
## #
## #     $ conda activate bio-align
## #
## # To deactivate an active environment, use
## #
## #     $ conda deactivate
## 
## Retrieving notices: ...working... done

After creating the environment, install version 2.4.4 of bowtie2 instead:

bash
conda install --yes --name bio-align bowtie2==2.4.4
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... failed with initial frozen solve. Retrying with flexible solve.
## Collecting package metadata (repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bio-align
## 
##   added / updated specs:
##     - bowtie2==2.4.4
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   zstd               conda-forge/osx-64::zstd-1.5.2-hfa58983_4
## 
## The following packages will be UPDATED:
## 
##   bowtie2                            2.3.5.1-py37h2dec4b4_0 --> 2.4.4-py37h0a8ed89_1
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## Retrieving notices: ...working... done

4.3 Exercise 3

Create a new environment named bio-quant with python version 3.7 and the following bioinformatics software typically used for quantification of aligned sequencing reads:

  • bedtools (version 2.25.0)
  • samtools (version greater than or equal to 1.3.1)
  • subread (version 2.0.0 or 2.0.1)
bash
conda create --yes --name bio-quant python=3.7 bedtools==2.25.0 "samtools>=1.3.1" "subread=2.0.0|2.0.1"
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... failed with repodata from current_repodata.json, will retry with next repodata source.
## Collecting package metadata (repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bio-quant
## 
##   added / updated specs:
##     - bedtools==2.25.0
##     - python=3.7
##     - samtools[version='>=1.3.1']
##     - subread[version='=2.0.0|2.0.1']
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   bedtools           bioconda/osx-64::bedtools-2.25.0-h5c9b4e4_5
##   bzip2              conda-forge/osx-64::bzip2-1.0.8-h0d85af4_4
##   c-ares             conda-forge/osx-64::c-ares-1.18.1-h0d85af4_0
##   ca-certificates    conda-forge/osx-64::ca-certificates-2022.9.14-h033912b_0
##   htslib             bioconda/osx-64::htslib-1.16-h567f53e_0
##   krb5               conda-forge/osx-64::krb5-1.19.3-hb98e516_0
##   libcurl            conda-forge/osx-64::libcurl-7.83.1-h23f1065_0
##   libcxx             conda-forge/osx-64::libcxx-14.0.6-hccf4f1f_0
##   libdeflate         conda-forge/osx-64::libdeflate-1.13-h775f41a_0
##   libedit            conda-forge/osx-64::libedit-3.1.20191231-h0678c8f_2
##   libev              conda-forge/osx-64::libev-4.33-haf1e3a3_1
##   libffi             conda-forge/osx-64::libffi-3.4.2-h0d85af4_5
##   libnghttp2         conda-forge/osx-64::libnghttp2-1.47.0-h5aae05b_1
##   libsqlite          conda-forge/osx-64::libsqlite-3.39.3-ha978bb4_0
##   libssh2            conda-forge/osx-64::libssh2-1.10.0-h47af595_3
##   libzlib            conda-forge/osx-64::libzlib-1.2.12-hfd90126_3
##   ncurses            conda-forge/osx-64::ncurses-6.3-h96cf925_1
##   openssl            conda-forge/osx-64::openssl-3.0.5-hfd90126_2
##   pip                conda-forge/noarch::pip-22.2.2-pyhd8ed1ab_0
##   python             conda-forge/osx-64::python-3.7.12-hf3644f1_100_cpython
##   python_abi         conda-forge/osx-64::python_abi-3.7-2_cp37m
##   readline           conda-forge/osx-64::readline-8.1.2-h3899abd_0
##   samtools           bioconda/osx-64::samtools-1.15.1-h7e39424_1
##   setuptools         conda-forge/osx-64::setuptools-65.3.0-py37hf985489_0
##   sqlite             conda-forge/osx-64::sqlite-3.39.3-h9ae0607_0
##   subread            bioconda/osx-64::subread-2.0.1-h188c3c3_1
##   tk                 conda-forge/osx-64::tk-8.6.12-h5dbffcc_0
##   wheel              conda-forge/noarch::wheel-0.37.1-pyhd8ed1ab_0
##   xz                 conda-forge/osx-64::xz-5.2.6-h775f41a_0
##   zlib               conda-forge/osx-64::zlib-1.2.12-hfd90126_3
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## #
## # To activate this environment, use
## #
## #     $ conda activate bio-quant
## #
## # To deactivate an active environment, use
## #
## #     $ conda deactivate
## 
## Retrieving notices: ...working... done

After creating the environment, make an exact copy called bio-quant2:

bash
conda create --yes --clone bio-quant --name bio-quant2
## Source:      /opt/miniconda3/envs/bio-quant
## Destination: /opt/miniconda3/envs/bio-quant2
## Packages: 30
## Files: 0
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## #
## # To activate this environment, use
## #
## #     $ conda activate bio-quant2
## #
## # To deactivate an active environment, use
## #
## #     $ conda deactivate
## 
## Retrieving notices: ...working... done

Next, install version 2.30.0 of bedtools into the bio-quant2 environment instead:

bash
conda install --yes --name bio-quant2 bowtie2==2.4.4
## Collecting package metadata (current_repodata.json): ...working... done
## Solving environment: ...working... failed with initial frozen solve. Retrying with flexible solve.
## Collecting package metadata (repodata.json): ...working... done
## Solving environment: ...working... done
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bio-quant2
## 
##   added / updated specs:
##     - bowtie2==2.4.4
## 
## 
## The following NEW packages will be INSTALLED:
## 
##   bowtie2            bioconda/osx-64::bowtie2-2.4.4-py37h0a8ed89_1
##   perl               conda-forge/osx-64::perl-5.32.1-2_h0d85af4_perl5
##   tbb                conda-forge/osx-64::tbb-2020.2-h940c156_4
##   zstd               conda-forge/osx-64::zstd-1.5.2-hfa58983_4
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done
## Retrieving notices: ...working... done

Finally, delete the bio-quant environment and everything in it:

bash
conda remove --yes --name bio-quant --all
## 
## Remove all packages in environment /opt/miniconda3/envs/bio-quant:
## 
## 
## ## Package Plan ##
## 
##   environment location: /opt/miniconda3/envs/bio-quant
## 
## 
## The following packages will be REMOVED:
## 
##   bedtools-2.25.0-h5c9b4e4_5
##   bzip2-1.0.8-h0d85af4_4
##   c-ares-1.18.1-h0d85af4_0
##   ca-certificates-2022.9.14-h033912b_0
##   htslib-1.16-h567f53e_0
##   krb5-1.19.3-hb98e516_0
##   libcurl-7.83.1-h23f1065_0
##   libcxx-14.0.6-hccf4f1f_0
##   libdeflate-1.13-h775f41a_0
##   libedit-3.1.20191231-h0678c8f_2
##   libev-4.33-haf1e3a3_1
##   libffi-3.4.2-h0d85af4_5
##   libnghttp2-1.47.0-h5aae05b_1
##   libsqlite-3.39.3-ha978bb4_0
##   libssh2-1.10.0-h47af595_3
##   libzlib-1.2.12-hfd90126_3
##   ncurses-6.3-h96cf925_1
##   openssl-3.0.5-hfd90126_2
##   pip-22.2.2-pyhd8ed1ab_0
##   python-3.7.12-hf3644f1_100_cpython
##   python_abi-3.7-2_cp37m
##   readline-8.1.2-h3899abd_0
##   samtools-1.15.1-h7e39424_1
##   setuptools-65.3.0-py37hf985489_0
##   sqlite-3.39.3-h9ae0607_0
##   subread-2.0.1-h188c3c3_1
##   tk-8.6.12-h5dbffcc_0
##   wheel-0.37.1-pyhd8ed1ab_0
##   xz-5.2.6-h775f41a_0
##   zlib-1.2.12-hfd90126_3
## 
## 
## Preparing transaction: ...working... done
## Verifying transaction: ...working... done
## Executing transaction: ...working... done